diff --git a/.DS_Store b/.DS_Store new file mode 100644 index 0000000..a3763ce Binary files /dev/null and b/.DS_Store differ diff --git a/README.md b/README.md index 91d1c59..3baba20 100644 --- a/README.md +++ b/README.md @@ -18,15 +18,12 @@ library(rsvie) ## Quick start and overview of the package The user must define several components in order to simulate the impact of an RSV intervention programme. These are -1. `add_economics`, the user must define the health outcomes considered, the risk of each health outcome occurring per-infection, and the QALY loss and cost of each outcome. -2. `add_programme`, the user must define the programme characteristics they wish to evaluate, including the timings (start date and end date), the target age group, the product's immunological profile, and the uptake rate. - -A detailed vignette explaining defining these characteristics can be found in `vignettes/example.Rmd`. -## Example vignettes +1. `add_economics`, the user must define the health outcomes considered, the risk of each health outcome occurring per-infection, and the QALY loss and cost of each outcome. +2. `add_programme`, the user must define the programme characteristics they wish to evaluate, including the timings (start date and end date), the target age group, the product's immunological profile, and the uptake rate. -We also include several vignettes showing how to evaluate various programmes. These are found in `vignettes/sanity_check_*`. +A detailed vignettes explaining explaining how these work are in the `vignettes` folder. ## Contact -If you have any questions, please email me at david.hodgson@lshtm.ac.uk \ No newline at end of file +If you have any questions, please email me at david.hodgson@lshtm.ac.uk diff --git a/docs/articles/example_mab.html b/docs/articles/example_mab.html index 0d7dc43..73d721f 100644 --- a/docs/articles/example_mab.html +++ b/docs/articles/example_mab.html @@ -97,11 +97,8709 @@
+# Load the package (or library(rsvie))
+devtools::load_all()
## ℹ Loading rsvie
## Creating a new generic function for 'run' in package 'rsvie'
+
+# This defines an RSVPrograpkmme class
+RSVempty <- make_rsv_programme(1)
+
+# To see what is in these slots
+RSVempty %>% str
## Formal class 'RSVProgramme' [package "rsvie"] with 25 slots
+## ..@ econ_name : chr(0)
+## ..@ prog_name : chr(0)
+## ..@ model :Reference class 'Rcpp_RunInterventions' [package ".GlobalEnv"] with 20 fields
+## .. ..$ cnt_matrix_c : num [1:25, 1:25] 0.000683 0.000683 0.000683 0.000683 0.000683 ...
+## .. ..$ cnt_matrix_c_h: num [1:25, 1:25] 0.000683 0.000683 0.000683 0.000683 0.000683 ...
+## .. ..$ cnt_matrix_p : num [1:25, 1:25] 0 0 0 0 0 0 0 0 0 0 ...
+## .. ..$ cnt_matrix_p_h: num [1:25, 1:25] 0 0 0 0 0 0 0 0 0 0 ...
+## .. ..$ nwn_c : num [1:25, 1:25] 0.000683 0.000683 0.000683 0.000683 0.000683 ...
+## .. ..$ nwn_p : num [1:25, 1:25] 0 0 0 0 0 0 0 0 0 0 ...
+## .. ..$ nwp_c : num [1:25, 1:25] 0 0 0 0 0 0 0 0 0 0 ...
+## .. ..$ nwp_p : num [1:25, 1:25] 0 0 0 0 0 0 0 0 0 0 ...
+## .. ..$ pHR : num [1:25] 0 0 0 0 0 0 0 0 0 0 ...
+## .. ..$ pLR : num [1:25] 0.961 0.99 0.99 0.998 0.998 ...
+## .. ..$ pVHR : num [1:25] 0.03855 0.00992 0.00992 0.00207 0.00207 ...
+## .. ..$ p_mat : num [1:25] 0 0 0 0 0 0 0 0 0 0 ...
+## .. ..$ pwn_c : num [1:25, 1:25] 0 0 0 0 0 0 0 0 0 0 ...
+## .. ..$ pwn_p : num [1:25, 1:25] 0 0 0 0 0 0 0 0 0 0 ...
+## .. ..$ pwp_c : num [1:25, 1:25] 0 0 0 0 0 0 0 0 0 0 ...
+## .. ..$ pwp_p : num [1:25, 1:25] 0 0 0 0 0 0 0 0 0 0 ...
+## .. ..$ run_burn : num 730
+## .. ..$ run_full : num 3650
+## .. ..$ run_start : num 0
+## .. ..$ u_p : num [1:3] 0.175 0.601 0.223
+## .. ..and 18 methods, of which 4 are possibly relevant:
+## .. .. finalize, initialize, Sample, StatesValues
+## ..@ uk_data :List of 28
+## .. ..$ ageGroupBoundary : num [1:25] 0 0.0833 0.1667 0.25 0.3333 ...
+## .. ..$ ageGroupNumber : int 25
+## .. ..$ numberDailyLiveBirths: num 1861
+## .. ..$ population : num 55744600
+## .. ..$ contactMatrixPhy : num [1:25, 1:25] 0.000683 0.000683 0.000683 0.000683 0.000683 ...
+## .. ..$ contactMatrixCon : num [1:25, 1:25] 0 0 0 0 0 0 0 0 0 0 ...
+## .. ..$ observationalData :'data.frame': 364 obs. of 26 variables:
+## .. .. ..$ X : int [1:364] 1 2 3 4 5 6 7 8 9 10 ...
+## .. .. ..$ X1 : num [1:364] 1.761 0.945 3.924 3.346 3.742 ...
+## .. .. ..$ X2 : num [1:364] 3.357 4.727 0.355 0.855 4.409 ...
+## .. .. ..$ X3 : num [1:364] 3.67 3.49 2.05 3.56 4.67 ...
+## .. .. ..$ X4 : num [1:364] 2.86 2.9 1.49 2.46 1.1 ...
+## .. .. ..$ X5 : num [1:364] 4.366 0.805 1.663 4.389 1.836 ...
+## .. .. ..$ X6 : num [1:364] 4.148 1.27 0.543 3.424 4.724 ...
+## .. .. ..$ X7 : num [1:364] 0.151 2.705 4.833 3.268 4.416 ...
+## .. .. ..$ X8 : num [1:364] 1.192 4.355 0.358 4.548 1.498 ...
+## .. .. ..$ X9 : num [1:364] 1.7 0.361 2.516 2.387 4.546 ...
+## .. .. ..$ X10: num [1:364] 0.843 2.4 2.165 4.845 3.693 ...
+## .. .. ..$ X11: num [1:364] 1.996 0.223 4.335 4.939 2.841 ...
+## .. .. ..$ X12: num [1:364] 3.742 0.884 1.334 4.946 1.599 ...
+## .. .. ..$ X13: num [1:364] 4.99 5.19 5.72 3.71 1.12 ...
+## .. .. ..$ X14: num [1:364] 5.36 2.47 2.12 1.38 4.73 ...
+## .. .. ..$ X15: num [1:364] 1.1 4.75 3.07 2.13 1.76 ...
+## .. .. ..$ X16: num [1:364] 1.836 3.633 0.842 0.174 3.357 ...
+## .. .. ..$ X17: num [1:364] 4.724 3.946 1.951 0.264 3.665 ...
+## .. .. ..$ X18: num [1:364] 4.416 0.253 1.724 2.002 2.86 ...
+## .. .. ..$ X19: num [1:364] 1.5 4.32 1.37 3.37 4.37 ...
+## .. .. ..$ X20: num [1:364] 4.546 1.869 0.811 0.213 4.148 ...
+## .. .. ..$ X21: num [1:364] 3.026 3.368 3.31 4.883 0.151 ...
+## .. .. ..$ X22: num [1:364] 2.841 1.55 3.078 0.833 0.577 ...
+## .. .. ..$ X23: num [1:364] 1.6 3.43 2.15 3.81 1.7 ...
+## .. .. ..$ X24: num [1:364] 0.463 3.595 3.261 2.438 0.843 ...
+## .. .. ..$ X25: num [1:364] 4.728 0.406 3.633 1.825 1.996 ...
+## .. ..$ populationAgeGroup : num [1:25] 56605 56605 56605 56605 56605 ...
+## .. ..$ prop_mat : num [1:25] 0 0 0 0 0 0 0 0 0 0 ...
+## .. ..$ pVHR : num [1:25] 0.03855 0.00992 0.00992 0.00207 0.00207 ...
+## .. ..$ pHR : num [1:25] 0 0 0 0 0 0 0 0 0 0 ...
+## .. ..$ pLR : num [1:25] 0.961 0.99 0.99 0.998 0.998 ...
+## .. ..$ nmat : num [1:25] 0 0 0 0 0 0 0 0 0 0 ...
+## .. ..$ nVHR : num [1:25] 2182 561 561 117 117 ...
+## .. ..$ nHR : num [1:25] 0 0 0 0 0 0 0 0 0 0 ...
+## .. ..$ nLR : num [1:25] 54424 56044 56044 56488 56488 ...
+## .. ..$ cnt_matrix_p : num [1:25, 1:25] 0 0 0 0 0 0 0 0 0 0 ...
+## .. ..$ cnt_matrix_p_h : num [1:25, 1:25] 0 0 0 0 0 0 0 0 0 0 ...
+## .. ..$ pwp_p : num [1:25, 1:25] 0 0 0 0 0 0 0 0 0 0 ...
+## .. ..$ pwn_p : num [1:25, 1:25] 0 0 0 0 0 0 0 0 0 0 ...
+## .. ..$ nwp_p : num [1:25, 1:25] 0 0 0 0 0 0 0 0 0 0 ...
+## .. ..$ nwn_p : num [1:25, 1:25] 0 0 0 0 0 0 0 0 0 0 ...
+## .. ..$ cnt_matrix_c : num [1:25, 1:25] 0.000683 0.000683 0.000683 0.000683 0.000683 ...
+## .. ..$ cnt_matrix_c_h : num [1:25, 1:25] 0.000683 0.000683 0.000683 0.000683 0.000683 ...
+## .. ..$ pwp_c : num [1:25, 1:25] 0 0 0 0 0 0 0 0 0 0 ...
+## .. ..$ pwn_c : num [1:25, 1:25] 0 0 0 0 0 0 0 0 0 0 ...
+## .. ..$ nwp_c : num [1:25, 1:25] 0 0 0 0 0 0 0 0 0 0 ...
+## .. ..$ nwn_c : num [1:25, 1:25] 0.000683 0.000683 0.000683 0.000683 0.000683 ...
+## ..@ model_par :List of 2
+## .. ..$ burnin_yrs: num 2
+## .. ..$ run_yrs : num 10
+## ..@ econ_par :List of 2
+## .. ..$ time_horizon : num 10
+## .. ..$ discount_rate: num 0.035
+## ..@ model_calendar : list()
+## ..@ dose_calendar : list()
+## ..@ immune_profile : list()
+## ..@ econ_df :'data.frame': 0 obs. of 0 variables
+## Formal class 'data.frame' [package "methods"] with 4 slots
+## .. .. ..@ .Data : list()
+## .. .. ..@ names : chr(0)
+## .. .. ..@ row.names: int(0)
+## .. .. ..@ .S3Class : chr "data.frame"
+## ..@ risks_df :'data.frame': 0 obs. of 0 variables
+## Formal class 'data.frame' [package "methods"] with 4 slots
+## .. .. ..@ .Data : list()
+## .. .. ..@ names : chr(0)
+## .. .. ..@ row.names: int(0)
+## .. .. ..@ .S3Class : chr "data.frame"
+## ..@ risks_vhr_df :'data.frame': 0 obs. of 0 variables
+## Formal class 'data.frame' [package "methods"] with 4 slots
+## .. .. ..@ .Data : list()
+## .. .. ..@ names : chr(0)
+## .. .. ..@ row.names: int(0)
+## .. .. ..@ .S3Class : chr "data.frame"
+## ..@ outcomes_vec : logi(0)
+## ..@ post :'data.frame': 1249 obs. of 25 variables:
+## .. ..$ xi : num [1:1249] 124 123 123 121 117 ...
+## .. ..$ si : num [1:1249] 4.2 4.28 4.29 4.41 4.34 ...
+## .. ..$ g0 : num [1:1249] 5.62 5.48 5.38 5.34 5.47 ...
+## .. ..$ g1 : num [1:1249] 0.896 0.895 0.906 0.911 0.893 ...
+## .. ..$ g2 : num [1:1249] 0.91 0.916 0.925 0.904 0.921 ...
+## .. ..$ om : num [1:1249] 353 354 352 351 356 ...
+## .. ..$ pA1 : num [1:1249] 0.1745 0.1307 0.1138 0.0881 0.0624 ...
+## .. ..$ pA2 : num [1:1249] 0.183 0.169 0.175 0.145 0.167 ...
+## .. ..$ pA3 : num [1:1249] 0.519 0.524 0.537 0.549 0.537 ...
+## .. ..$ pA4 : num [1:1249] 0.651 0.653 0.668 0.659 0.655 ...
+## .. ..$ alpha_i: num [1:1249] 0.487 0.491 0.506 0.505 0.477 ...
+## .. ..$ d1 : num [1:1249] 0.882 0.89 0.899 0.899 0.882 ...
+## .. ..$ d2 : num [1:1249] 0.622 0.622 0.636 0.648 0.635 ...
+## .. ..$ d3 : num [1:1249] 0.438 0.439 0.428 0.435 0.446 ...
+## .. ..$ phi : num [1:1249] 0.622 0.622 0.623 0.625 0.622 ...
+## .. ..$ qp : num [1:1249] 0.097 0.0979 0.0975 0.0974 0.0977 ...
+## .. ..$ qc : num [1:1249] 0.999 1 0.999 0.999 1 ...
+## .. ..$ b1 : num [1:1249] 2 2 2 2 2 ...
+## .. ..$ psi : num [1:1249] 0.259 0.258 0.257 0.255 0.26 ...
+## .. ..$ c5ep1 : num [1:1249] -4.6 -4.6 -4.61 -4.61 -4.62 ...
+## .. ..$ c5ep2 : num [1:1249] -0.233 -0.233 -0.234 -0.233 -0.23 ...
+## .. ..$ ep5 : num [1:1249] 3.05e-05 3.04e-05 3.07e-05 2.87e-05 3.06e-05 ...
+## .. ..$ ep6 : num [1:1249] 0.000147 0.000146 0.000144 0.000142 0.000144 ...
+## .. ..$ l1 : num [1:1249] 0.316 0.332 0.331 0.318 0.318 ...
+## .. ..$ l2 : num [1:1249] 0.376 0.374 0.375 0.376 0.425 ...
+## ..@ seeds : num [1:999] 1083 169 144 183 483 ...
+## ..@ S : num 1
+## ..@ raw_inci : list()
+## ..@ wane_func_string : chr(0)
+## ..@ wane_func_string_vhr: chr(0)
+## ..@ outcomes : list()
+## ..@ samples_outcomes : list()
+## ..@ samples_outcomes_VHR: list()
+## ..@ efficacies : logi(0)
+## ..@ cov_mat : num(0)
+## ..@ full_output : logi FALSE
Let’s have a more detailed look at what’s in these slots. I wouldn’t recommend changing them, but future package iterations should allow for more flexibility.
+
+RSVempty@prog_name # Name of the programme considered (currently empty)
## character(0)
+
+RSVempty@econ_name # Name of the economics considered (currently empty)
## character(0)
+
+RSVempty@uk_data # UK-specific parameters which are used to define the model (RSVempty@model is copied from this)
## $ageGroupBoundary
+## [1] 0.00000000 0.08333333 0.16666667 0.25000000 0.33333333 0.41666667
+## [7] 0.50000000 0.58333333 0.66666667 0.75000000 0.83333333 0.91666667
+## [13] 1.00000000 2.00000000 3.00000000 4.00000000 5.00000000 10.00000000
+## [19] 15.00000000 25.00000000 35.00000000 45.00000000 55.00000000 65.00000000
+## [25] 75.00000000
+##
+## $ageGroupNumber
+## [1] 25
+##
+## $numberDailyLiveBirths
+## [1] 1861
+##
+## $population
+## [1] 55744600
+##
+## $contactMatrixPhy
+## [,1] [,2] [,3] [,4] [,5]
+## [1,] 0.0006830601 0.0006830601 0.0006830601 0.0006830601 0.0006830601
+## [2,] 0.0006830601 0.0006830601 0.0006830601 0.0006830601 0.0006830601
+## [3,] 0.0006830601 0.0006830601 0.0006830601 0.0006830601 0.0006830601
+## [4,] 0.0006830601 0.0006830601 0.0006830601 0.0006830601 0.0006830601
+## [5,] 0.0006830601 0.0006830601 0.0006830601 0.0006830601 0.0006830601
+## [6,] 0.0006830601 0.0006830601 0.0006830601 0.0006830601 0.0006830601
+## [7,] 0.0006830601 0.0006830601 0.0006830601 0.0006830601 0.0006830601
+## [8,] 0.0006830601 0.0006830601 0.0006830601 0.0006830601 0.0006830601
+## [9,] 0.0006830601 0.0006830601 0.0006830601 0.0006830601 0.0006830601
+## [10,] 0.0006830601 0.0006830601 0.0006830601 0.0006830601 0.0006830601
+## [11,] 0.0006830601 0.0006830601 0.0006830601 0.0006830601 0.0006830601
+## [12,] 0.0006830601 0.0006830601 0.0006830601 0.0006830601 0.0006830601
+## [13,] 0.0451898188 0.0451898188 0.0451898188 0.0451898188 0.0451898188
+## [14,] 0.0328947368 0.0328947368 0.0328947368 0.0328947368 0.0328947368
+## [15,] 0.0328947368 0.0328947368 0.0328947368 0.0328947368 0.0328947368
+## [16,] 0.0328947368 0.0328947368 0.0328947368 0.0328947368 0.0328947368
+## [17,] 0.0255102041 0.0255102041 0.0255102041 0.0255102041 0.0255102041
+## [18,] 0.0265957447 0.0265957447 0.0265957447 0.0265957447 0.0265957447
+## [19,] 0.0641025641 0.0641025641 0.0641025641 0.0641025641 0.0641025641
+## [20,] 0.2777818076 0.2777818076 0.2777818076 0.2777818076 0.2777818076
+## [21,] 0.1628285194 0.1628285194 0.1628285194 0.1628285194 0.1628285194
+## [22,] 0.1785714286 0.1785714286 0.1785714286 0.1785714286 0.1785714286
+## [23,] 0.0040983607 0.0040983607 0.0040983607 0.0040983607 0.0040983607
+## [24,] 0.0061475410 0.0061475410 0.0061475410 0.0061475410 0.0061475410
+## [25,] 0.0061475410 0.0061475410 0.0061475410 0.0061475410 0.0061475410
+## [,6] [,7] [,8] [,9] [,10]
+## [1,] 0.0006830601 0.0006830601 0.0006830601 0.0006830601 0.0006830601
+## [2,] 0.0006830601 0.0006830601 0.0006830601 0.0006830601 0.0006830601
+## [3,] 0.0006830601 0.0006830601 0.0006830601 0.0006830601 0.0006830601
+## [4,] 0.0006830601 0.0006830601 0.0006830601 0.0006830601 0.0006830601
+## [5,] 0.0006830601 0.0006830601 0.0006830601 0.0006830601 0.0006830601
+## [6,] 0.0006830601 0.0006830601 0.0006830601 0.0006830601 0.0006830601
+## [7,] 0.0006830601 0.0006830601 0.0006830601 0.0006830601 0.0006830601
+## [8,] 0.0006830601 0.0006830601 0.0006830601 0.0006830601 0.0006830601
+## [9,] 0.0006830601 0.0006830601 0.0006830601 0.0006830601 0.0006830601
+## [10,] 0.0006830601 0.0006830601 0.0006830601 0.0006830601 0.0006830601
+## [11,] 0.0006830601 0.0006830601 0.0006830601 0.0006830601 0.0006830601
+## [12,] 0.0006830601 0.0006830601 0.0006830601 0.0006830601 0.0006830601
+## [13,] 0.0451898188 0.0451898188 0.0451898188 0.0451898188 0.0451898188
+## [14,] 0.0328947368 0.0328947368 0.0328947368 0.0328947368 0.0328947368
+## [15,] 0.0328947368 0.0328947368 0.0328947368 0.0328947368 0.0328947368
+## [16,] 0.0328947368 0.0328947368 0.0328947368 0.0328947368 0.0328947368
+## [17,] 0.0255102041 0.0255102041 0.0255102041 0.0255102041 0.0255102041
+## [18,] 0.0265957447 0.0265957447 0.0265957447 0.0265957447 0.0265957447
+## [19,] 0.0641025641 0.0641025641 0.0641025641 0.0641025641 0.0641025641
+## [20,] 0.2777818076 0.2777818076 0.2777818076 0.2777818076 0.2777818076
+## [21,] 0.1628285194 0.1628285194 0.1628285194 0.1628285194 0.1628285194
+## [22,] 0.1785714286 0.1785714286 0.1785714286 0.1785714286 0.1785714286
+## [23,] 0.0040983607 0.0040983607 0.0040983607 0.0040983607 0.0040983607
+## [24,] 0.0061475410 0.0061475410 0.0061475410 0.0061475410 0.0061475410
+## [25,] 0.0061475410 0.0061475410 0.0061475410 0.0061475410 0.0061475410
+## [,11] [,12] [,13] [,14] [,15] [,16]
+## [1,] 0.0006830601 0.0006830601 0.003765818 0.002741228 0.002741228 0.002741228
+## [2,] 0.0006830601 0.0006830601 0.003765818 0.002741228 0.002741228 0.002741228
+## [3,] 0.0006830601 0.0006830601 0.003765818 0.002741228 0.002741228 0.002741228
+## [4,] 0.0006830601 0.0006830601 0.003765818 0.002741228 0.002741228 0.002741228
+## [5,] 0.0006830601 0.0006830601 0.003765818 0.002741228 0.002741228 0.002741228
+## [6,] 0.0006830601 0.0006830601 0.003765818 0.002741228 0.002741228 0.002741228
+## [7,] 0.0006830601 0.0006830601 0.003765818 0.002741228 0.002741228 0.002741228
+## [8,] 0.0006830601 0.0006830601 0.003765818 0.002741228 0.002741228 0.002741228
+## [9,] 0.0006830601 0.0006830601 0.003765818 0.002741228 0.002741228 0.002741228
+## [10,] 0.0006830601 0.0006830601 0.003765818 0.002741228 0.002741228 0.002741228
+## [11,] 0.0006830601 0.0006830601 0.003765818 0.002741228 0.002741228 0.002741228
+## [12,] 0.0006830601 0.0006830601 0.003765818 0.002741228 0.002741228 0.002741228
+## [13,] 0.0451898188 0.0451898188 0.243421053 0.243421053 0.243421053 0.243421053
+## [14,] 0.0328947368 0.0328947368 0.243421053 0.243421053 0.243421053 0.243421053
+## [15,] 0.0328947368 0.0328947368 0.243421053 0.243421053 0.243421053 0.243421053
+## [16,] 0.0328947368 0.0328947368 0.243421053 0.243421053 0.243421053 0.243421053
+## [17,] 0.0255102041 0.0255102041 0.544777121 0.544777121 0.544777121 0.544777121
+## [18,] 0.0265957447 0.0265957447 0.211366181 0.211366181 0.211366181 0.211366181
+## [19,] 0.0641025641 0.0641025641 0.351045884 0.351045884 0.351045884 0.351045884
+## [20,] 0.2777818076 0.2777818076 0.856951560 0.856951560 0.856951560 0.856951560
+## [21,] 0.1628285194 0.1628285194 0.669172932 0.669172932 0.669172932 0.669172932
+## [22,] 0.1785714286 0.1785714286 0.363956767 0.363956767 0.363956767 0.363956767
+## [23,] 0.0040983607 0.0040983607 0.107456140 0.107456140 0.107456140 0.107456140
+## [24,] 0.0061475410 0.0061475410 0.109311741 0.109311741 0.109311741 0.109311741
+## [25,] 0.0061475410 0.0061475410 0.123567464 0.123567464 0.123567464 0.123567464
+## [,17] [,18] [,19] [,20] [,21] [,22]
+## [1,] 0.0004251701 0.0004432624 0.000534188 0.002314848 0.001356904 0.001488095
+## [2,] 0.0004251701 0.0004432624 0.000534188 0.002314848 0.001356904 0.001488095
+## [3,] 0.0004251701 0.0004432624 0.000534188 0.002314848 0.001356904 0.001488095
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+## [25,] 7.229720e-02 0.0673076923
+##
+## $observationalData
+## X X1 X2 X3 X4 X5 X6
+## 1 1 1.7612528 3.3566939 3.6651635 2.8602514 4.3658187 4.1478477
+## 2 2 0.9447857 4.7267590 3.4878712 2.8999128 0.8054212 1.2700635
+## 3 3 3.9239304 0.3553644 2.0536001 1.4943081 1.6633517 0.5426298
+## 4 4 3.3459019 0.8549568 3.5565815 2.4590972 4.3891830 3.4244218
+## 5 5 3.7422509 4.4086949 4.6651583 1.1045767 1.8361515 4.7237885
+## 6 6 0.8835201 3.8694380 2.4687938 3.9086993 3.6331775 3.9463104
+## 7 7 2.1540761 4.4017563 2.1240727 3.0692505 0.8417079 1.9512272
+## 8 8 4.9456528 2.4649731 2.1686231 2.1251171 0.1743519 0.2644305
+## 9 9 1.5986620 0.4627545 5.5144772 2.4436852 4.1300272 3.6651635
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+## 13 13 2.5197279 1.5847937 1.9956607 3.7422509 3.6671882 4.6651583
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+## 16 16 7.3052693 5.5861384 5.7250701 6.3105176 2.4967998 1.3822983
+## 17 17 5.3660463 6.7336483 2.8406952 3.6459593 1.2360878 5.4171476
+## 18 18 5.9677909 7.8171175 8.6268465 5.4778680 5.1413010 1.0947208
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+## 280 280 18.1189681 24.5239609 17.1018089 12.6917923 3.7178688 7.2679742
+## 281 281 17.1854071 30.6723174 21.4905539 10.5170531 9.3992933 11.0183957
+## 282 282 29.9167502 53.0899645 38.7939340 21.8751774 19.0902893 10.4108278
+## 283 283 38.7077712 57.7106386 50.7790056 27.9397173 15.3107750 20.3810733
+## 284 284 42.0507184 67.8349523 37.0989380 26.2022341 22.8454166 25.9744733
+## 285 285 39.0894822 69.6406758 41.4838396 20.0378571 25.3513654 15.0565367
+## 286 286 32.7938437 48.6789480 39.0398367 23.4229723 18.9076404 8.0835201
+## 287 287 26.0716622 22.0048926 19.5432922 13.3807308 19.5164558 9.5629754
+## 288 288 20.0817435 37.5339553 34.4352845 13.0708761 23.6233090 17.2885099
+## 289 289 28.3097092 24.1754556 25.5433711 17.6505495 13.3507623 11.8843763
+## 290 290 5.5631788 12.5642083 7.3949557 7.9382134 3.8854939 6.5162850
+## 291 291 5.2640478 11.6790701 8.5467675 8.7937040 5.4137655 5.2400952
+## 292 292 3.7722455 12.6462422 5.7389868 7.6246583 3.1684693 3.7927174
+## 293 293 5.5151186 7.4582211 6.3580579 1.9794834 0.5770207 2.7286272
+## 294 294 5.5547800 4.9286245 3.4802737 2.7053481 6.6900831 1.3897295
+## 295 295 2.3792639 5.7865550 0.5426298 4.8327241 1.5258606 1.8616105
+## 296 296 5.1139644 7.4815854 6.7397371 4.1816114 5.7161142 2.3872365
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+## 299 299 4.8391620 1.8725087 4.1614374 1.7242248 1.3710619 0.8110318
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+## 308 308 4.9456528 1.7234665 2.4874034 3.0391442 0.1743519 0.2644305
+## 309 309 2.4836178 0.4627545 4.7281524 1.7612528 4.5244791 3.6651635
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+## 313 313 2.7000558 0.8432870 2.9956607 3.7422509 6.6671882 5.6651583
+## 314 314 1.3611580 4.4003478 1.2230767 1.8835201 4.8694380 3.4687938
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+## 316 316 3.3872365 5.8446318 4.9387453 5.9456528 1.7234665 3.3822983
+## 317 317 5.5463742 5.0261151 3.8406952 1.5986620 1.4627545 4.7281524
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+## 323 323 0.5426298 4.8327241 1.3580753 1.8616105 2.4983778 5.3352477
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+## 326 326 5.9463104 5.2534443 4.3178017 1.8694302 3.3680776 3.5499234
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+## 334 334 34.4687938 52.9086993 44.6331775 22.9463104 12.2534443 12.3178017
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+## 339 339 20.6329227 33.9239304 23.3553644 15.0536001 9.4943081 20.6633517
+## 340 340 12.8252824 29.3459019 29.8549568 13.5565815 17.4590972 9.3891830
+## 341 341 6.9956607 20.7422509 10.6671882 6.6651583 3.1045767 4.8361515
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+## 344 344 9.9387453 8.9456528 2.7234665 3.3822983 4.1251171 0.1743519
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+## 353 353 1.4978375 5.5463742 4.0261151 2.8406952 1.5986620 0.4627545
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+## 363 363 0.8417079 1.9512272 1.7242248 1.3710619 0.8110318 3.3095412
+## 364 364 0.1743519 0.2644305 3.0023340 4.3690348 0.2134613 4.8825768
+## X7 X8 X9 X10 X11 X12
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+## 2 2.7053481 4.3545127 0.3611580 2.4003478 0.2230767 0.8835201
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+## 192 2.4375282 2.8465589 3.3459019 0.8549568 3.5565815 2.4590972
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+## 204 3.2675842 4.5483290 2.3872365 4.8446318 4.9387453 4.9456528
+## 205 4.4159039 1.4978375 4.5463742 3.0261151 2.8406952 1.5986620
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+## 207 1.7242248 1.3710619 0.8110318 3.3095412 3.0781951 2.1543809
+## 208 2.0023340 3.3690348 0.2134613 4.8825768 0.8328989 1.7355746
+## 209 2.8602514 4.3658187 5.4863092 0.1514291 0.5770207 1.7000558
+## 210 2.8999128 0.8054212 1.2700635 2.7053481 4.3545127 0.3611580
+## 211 1.4943081 1.6633517 0.5426298 5.9906189 1.4275198 1.8616105
+## 212 2.4590972 4.3891830 3.4244218 3.2675842 4.5483290 2.3872365
+## 213 1.1045767 4.0949751 4.7237885 4.4159039 1.4978375 4.5463742
+## 214 3.9086993 3.6331775 3.9463104 1.4113390 4.3178017 1.8694302
+## 215 3.0692505 0.8417079 1.9512272 1.7242248 2.4405063 0.8110318
+## 216 2.1251171 0.1743519 0.2644305 3.1602287 3.3690348 0.2134613
+## 217 1.7612528 3.3566939 3.6651635 2.8602514 4.3658187 4.1478477
+## 218 0.1251135 4.7267590 3.4878712 2.8999128 0.8054212 1.2700635
+## 219 3.9239304 0.3553644 2.0536001 1.4943081 1.6633517 0.5426298
+## 220 3.3459019 0.8549568 4.8950431 3.6169919 4.3891830 3.4244218
+## 221 3.7422509 3.6671882 4.6651583 2.2624714 1.8361515 4.7237885
+## 222 0.8835201 3.8694380 2.4687938 3.9086993 4.7026219 3.9463104
+## 223 1.3344039 4.4017563 3.4625342 3.0692505 0.8417079 1.9512272
+## 224 4.9456528 1.7234665 1.3822983 3.2830118 0.1743519 1.4169729
+## 225 1.5986620 1.5921662 4.7281524 2.9191475 7.6344717 4.8177059
+## 226 9.0214798 8.1122814 0.4057256 1.2830083 7.9350924 4.6404136
+## 227 4.3907446 5.5198078 6.3098458 7.3976146 3.5636977 7.8163120
+## 228 3.9719382 10.3434106 5.8406670 11.4511650 6.2021790 5.8616663
+## 229 6.1727831 5.3609341 11.3648915 10.6896194 7.9449660 10.4278702
+## 230 11.5429762 10.3062302 1.5615382 7.8308885 10.2861047 5.9264209
+## 231 13.0434287 7.1454367 9.6890939 7.1238776 7.6100897 5.5816998
+## 232 11.3326910 11.6211024 14.3079760 10.7351265 10.2790220 18.6704339
+## 233 19.0827378 15.4496445 12.2099260 12.0197147 7.9488656 10.4908642
+## 234 20.8785211 12.4033717 5.5653081 11.5358338 12.1501899 7.3209798
+## 235 9.7564863 10.0860117 7.0935797 6.7859599 6.4693176 7.0905498
+## 236 10.2770976 10.5296356 10.2021296 4.0513641 5.6458616 4.1303671
+## 237 9.7387568 3.5396644 4.5924053 2.8579505 5.1210648 3.1482031
+## 238 3.5064271 7.2229952 8.3698973 3.8348422 2.4003478 2.5281614
+## 239 2.7789934 5.9621359 1.6965369 4.1774000 1.4983778 5.4877901
+## 240 5.6607854 3.2675842 5.8867905 7.0188154 8.0529651 6.0912876
+## 241 5.8419703 4.4159039 1.4978375 4.5463742 3.0261151 2.8406952
+## 242 3.9463104 0.2534443 6.9947248 4.1852197 5.5069665 1.5499234
+## 243 3.0694090 5.1124601 4.0479849 1.9689265 3.3095412 4.2307374
+## 244 1.3826123 3.1317458 6.0459579 0.2134613 4.8825768 0.8328989
+## 245 3.6651635 2.8602514 5.7042802 4.1478477 0.1514291 0.5770207
+## 246 4.6060530 2.8999128 2.1438827 1.2700635 2.7053481 4.3545127
+## 247 2.0536001 2.6237199 1.6633517 0.5426298 4.8327241 0.3580753
+## 248 3.5565815 3.5885089 5.7276445 3.4244218 3.2675842 5.7008714
+## 249 6.9015219 2.2339885 1.8361515 4.7237885 5.4853484 1.4978375
+## 250 2.4687938 5.0381111 3.6331775 3.9463104 0.2534443 4.3178017
+## 251 3.2422545 3.0692505 0.8417079 3.1091219 1.7242248 1.3710619
+## 252 1.3822983 2.1251171 0.1743519 0.2644305 2.0023340 3.3690348
+## 253 5.8463342 1.7612528 3.3566939 3.6651635 3.9296958 4.3658187
+## 254 2.6420892 1.2545253 4.7267590 3.4878712 2.8999128 0.8054212
+## 255 3.6329227 3.9239304 0.3553644 2.0536001 1.4943081 1.6633517
+## 256 2.9434642 3.3459019 0.8549568 3.5565815 2.4590972 4.3891830
+## 257 1.9956607 3.7422509 3.6671882 4.6651583 1.1045767 1.8361515
+## 258 0.2230767 0.8835201 3.8694380 2.4687938 4.9781438 3.6331775
+## 259 4.3352477 1.3344039 5.7402179 2.1240727 3.0692505 0.8417079
+## 260 4.9387453 4.9456528 1.7234665 1.3822983 2.1251171 0.1743519
+## 261 2.8406952 1.5986620 0.4627545 4.7281524 1.7612528 3.3566939
+## 262 1.5499234 3.4305707 4.7100190 0.4057256 0.1251135 4.7267590
+## 263 3.0781951 2.1543809 3.2609842 3.6329227 3.9239304 0.3553644
+## 264 0.8328989 1.7355746 2.4375282 1.8252824 3.3459019 1.8404640
+## 265 0.5770207 1.7000558 0.8432870 3.2350973 3.7422509 3.6671882
+## 266 4.3545127 0.3611580 3.5157325 1.4625133 0.8835201 3.8694380
+## 267 0.3580753 1.8616105 1.4983778 4.3352477 1.3344039 4.4017563
+## 268 4.5483290 3.1806249 4.8446318 4.9387453 4.9456528 1.7234665
+## 269 1.4978375 4.5463742 3.0261151 2.8406952 1.5986620 0.4627545
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+## 271 1.3710619 0.8110318 3.3095412 3.0781951 2.1543809 3.2609842
+## 272 3.3690348 0.2134613 4.8825768 0.8328989 1.7355746 2.4375282
+## 273 4.3658187 4.1478477 0.1514291 0.5770207 1.7000558 0.8432870
+## 274 0.8054212 2.8568404 3.8207327 4.3545127 0.3611580 3.3858551
+## 275 2.7057246 0.5426298 4.8327241 1.5975120 1.8616105 1.4983778
+## 276 5.4315558 3.4244218 4.3829688 4.5483290 3.2333903 4.8446318
+## 277 3.9208973 4.7237885 5.5312885 1.4978375 5.3925280 5.9826368
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+## 279 8.1383181 2.7446156 2.8396094 3.8499351 3.3494933 7.2515701
+## 280 3.3014705 7.4049264 6.4638725 10.8056545 4.4442305 5.8680841
+## 281 17.9499142 13.1858247 8.4371744 8.0841285 8.3786169 6.0644726
+## 282 18.2776065 10.6283670 11.8229897 8.2420409 8.8854481 7.6328843
+## 283 13.9062119 9.9874844 7.0712312 6.6210982 8.1580144 10.7457676
+## 284 16.4905500 14.6640195 15.8437126 16.7835492 11.8859602 9.1806277
+## 285 16.1756628 14.9792079 8.9122690 12.9910811 18.2622500 14.2709764
+## 286 12.2084211 10.4026781 9.4856224 16.0275437 9.8693873 5.1809805
+## 287 14.8254851 6.8844033 7.5307889 5.7994544 6.1819964 2.7097321
+## 288 7.9777038 10.1095711 6.5866556 6.3715350 7.8798151 3.9733485
+## 289 3.5898731 10.2818714 5.1074067 3.3566939 4.5113174 5.8167731
+## 290 5.6793801 2.7858908 3.4712674 7.2056323 4.3340250 5.8564345
+## 291 4.3033571 6.8064764 5.0393150 2.8342377 3.7459078 5.4363371
+## 292 3.4799011 2.6186708 3.3459019 0.8549568 5.2488892 2.4590972
+## 293 1.8856599 1.9956607 4.8576356 7.3854981 4.6651583 4.0610984
+## 294 2.4003478 1.0164651 3.1142893 3.8694380 2.4687938 3.9086993
+## 295 1.4983778 5.1286362 1.3344039 4.4017563 2.9702265 4.0547577
+## 296 4.8446318 4.9387453 6.0610374 1.7234665 1.3822983 3.1106243
+## 297 4.0684880 2.8406952 1.5986620 0.4627545 5.5743062 1.7612528
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+## 302 2.7053481 5.1479011 1.4765427 2.4003478 0.2230767 0.8835201
+## 303 5.8750970 0.3580753 1.8616105 1.4983778 4.3352477 1.3344039
+## 304 3.2675842 4.5483290 2.3872365 4.8446318 4.9387453 4.9456528
+## 305 4.4159039 1.4978375 4.5463742 3.0261151 2.8406952 1.5986620
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+## 307 1.7242248 1.3710619 0.8110318 3.3095412 3.0781951 3.1398882
+## 308 2.0023340 3.3690348 0.2134613 4.8825768 0.8328989 1.7355746
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+## 310 2.8999128 1.5988096 2.3854481 2.7053481 4.3545127 0.3611580
+## 311 1.4943081 1.6633517 0.5426298 4.8327241 0.3580753 1.8616105
+## 312 3.5014701 4.3891830 3.4244218 3.2675842 5.3944828 2.3872365
+## 313 1.1045767 1.8361515 5.7237885 5.4159039 1.4978375 4.5463742
+## 314 4.9086993 4.6331775 3.9463104 0.2534443 4.3178017 1.8694302
+## 315 3.0692505 0.8417079 1.9512272 1.7242248 1.3710619 0.8110318
+## 316 2.1251171 0.1743519 0.2644305 3.0023340 3.3690348 0.2134613
+## 317 1.7612528 3.3566939 3.6651635 3.8602514 4.3658187 4.1478477
+## 318 0.1251135 4.7267590 3.4878712 3.8999128 0.8054212 1.2700635
+## 319 3.9239304 0.3553644 2.0536001 1.4943081 1.6633517 0.5426298
+## 320 3.3459019 0.8549568 3.5565815 2.4590972 4.3891830 4.4244218
+## 321 3.7422509 4.6671882 4.6651583 1.1045767 1.8361515 4.7237885
+## 322 1.8835201 4.8694380 4.4687938 3.9086993 3.6331775 3.9463104
+## 323 2.3344039 4.4017563 4.1240727 5.0692505 0.8417079 2.9512272
+## 324 4.9456528 2.7234665 1.3822983 2.1251171 1.1743519 0.2644305
+## 325 1.5986620 1.4627545 4.7281524 1.7612528 3.3566939 4.6651635
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+## 327 4.1543809 4.2609842 3.6329227 4.9239304 1.3553644 4.0536001
+## 328 3.7355746 3.4375282 4.8252824 8.3459019 0.8549568 4.5565815
+## 329 6.7000558 3.8432870 3.9956607 9.7422509 6.6671882 6.6651583
+## 330 3.3611580 8.4003478 3.2230767 6.8835201 4.8694380 8.4687938
+## 331 9.8616105 10.4983778 12.3352477 4.3344039 10.4017563 6.1240727
+## 332 12.3872365 6.8446318 7.9387453 12.9456528 5.7234665 7.3822983
+## 333 16.5463742 11.0261151 10.8406952 11.5986620 5.4627545 8.7281524
+## 334 15.8694302 16.3680776 7.5499234 12.4305707 15.5946344 6.4057256
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+## 338 11.2700635 8.7053481 9.3545127 4.3611580 10.4003478 4.2230767
+## 339 10.5426298 7.8327241 6.3580753 4.8616105 6.4983778 5.3352477
+## 340 12.4244218 7.2675842 8.5483290 3.3872365 6.8446318 5.9387453
+## 341 6.7237885 4.4159039 2.4978375 4.5463742 5.0261151 4.8406952
+## 342 5.9463104 1.2534443 5.3178017 2.8694302 4.3680776 1.5499234
+## 343 3.9512272 1.7242248 1.3710619 0.8110318 5.3095412 4.0781951
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+## 347 2.0536001 3.4943081 2.6633517 0.5426298 5.8327241 1.3580753
+## 348 4.5565815 2.4590972 5.3891830 3.4244218 5.2675842 4.5483290
+## 349 4.6651583 1.1045767 1.8361515 4.7237885 4.4159039 2.4978375
+## 350 2.4687938 3.9086993 4.6331775 4.9463104 0.2534443 5.3178017
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+## 352 2.3822983 2.1251171 0.1743519 0.2644305 2.0023340 3.3690348
+## 353 5.7281524 1.7612528 3.3566939 3.6651635 2.8602514 4.3658187
+## 354 1.4057256 0.1251135 4.7267590 3.4878712 2.8999128 0.8054212
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+## 356 2.8252824 3.3459019 1.8549568 3.5565815 2.4590972 4.3891830
+## 357 1.9956607 3.7422509 3.6671882 4.6651583 1.1045767 1.8361515
+## 358 0.2230767 0.8835201 3.8694380 2.4687938 3.9086993 3.6331775
+## 359 4.3352477 1.3344039 5.4017563 2.1240727 3.0692505 0.8417079
+## 360 4.9387453 5.9456528 1.7234665 1.3822983 2.1251171 0.1743519
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+## 362 1.5499234 3.4305707 3.5946344 0.4057256 0.1251135 4.7267590
+## 363 3.0781951 2.1543809 3.2609842 3.6329227 3.9239304 0.3553644
+## 364 0.8328989 1.7355746 2.4375282 1.8252824 3.3459019 0.8549568
+## X13 X14 X15 X16 X17 X18
+## 1 4.9891697 5.3643453 1.1045767 1.8361515 4.7237885 4.4159039
+## 2 5.1914194 2.4687938 4.7476824 3.6331775 3.9463104 0.2534443
+## 3 5.7237378 2.1240727 3.0692505 0.8417079 1.9512272 1.7242248
+## 4 3.7064386 1.3822983 2.1251171 0.1743519 0.2644305 2.0023340
+## 5 1.1237452 4.7281524 1.7612528 3.3566939 3.6651635 2.8602514
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+## 237 12.4060191 6.8821415 8.9695061 3.3545767 6.0970211 8.9818530
+## 238 15.7356940 13.5142978 3.9035764 3.9086993 7.8940470 6.7850200
+## 239 17.4242590 6.0092330 4.9936379 3.0692505 3.6822876 4.7899369
+## 240 11.1340586 4.9384198 2.8170809 3.2501171 4.4352215 1.6837853
+## 241 6.5493867 0.4627545 7.5977176 1.7612528 4.7769838 7.9232280
+## 242 5.9059330 3.5946344 0.4057256 1.2501135 6.1470489 3.4878712
+## 243 3.3920621 4.8684609 3.6329227 3.9239304 1.7756543 2.0536001
+## 244 7.9239804 2.4375282 1.8252824 3.3459019 0.8549568 3.5565815
+## 245 2.9377369 0.8432870 6.3000086 3.7422509 3.6671882 6.0845131
+## 246 4.0742015 4.0078245 0.2230767 0.8835201 5.2897279 2.4687938
+## 247 3.0992917 1.4983778 5.7700303 1.3344039 4.4017563 2.1240727
+## 248 4.8625988 6.4521084 4.9387453 4.9456528 1.7234665 1.3822983
+## 249 4.5463742 3.0261151 2.8406952 1.5986620 0.4627545 4.7281524
+## 250 3.1071114 4.9755542 1.5499234 3.4305707 3.5946344 0.4057256
+## 251 0.8110318 4.9170178 3.0781951 2.1543809 3.2609842 3.6329227
+## 252 1.4511424 4.8825768 0.8328989 1.7355746 2.4375282 1.8252824
+## 253 6.6232100 1.7589057 0.5770207 1.7000558 2.2635769 1.9956607
+## 254 1.2700635 2.7053481 4.3545127 0.3611580 2.4003478 0.2230767
+## 255 1.7803109 4.8327241 0.3580753 1.8616105 1.4983778 4.3352477
+## 256 4.6621029 3.2675842 4.5483290 3.5122365 4.8446318 4.9387453
+## 257 5.9614696 4.4159039 1.4978375 4.5463742 3.0261151 4.2600500
+## 258 3.9463104 0.2534443 4.3178017 1.8694302 3.3680776 1.5499234
+## 259 4.4265895 1.7242248 1.3710619 0.8110318 3.3095412 3.0781951
+## 260 0.2644305 2.0023340 3.3690348 0.2134613 4.8825768 0.8328989
+## 261 3.6651635 2.8602514 4.3658187 4.1478477 0.1514291 0.5770207
+## 262 3.4878712 2.8999128 0.8054212 1.2700635 2.7053481 4.3545127
+## 263 2.0536001 1.4943081 2.7512638 0.5426298 4.8327241 0.3580753
+## 264 3.5565815 2.4590972 4.3891830 3.4244218 3.2675842 4.5483290
+## 265 4.6651583 1.1045767 1.8361515 4.7237885 5.5825706 1.4978375
+## 266 4.5466527 3.9086993 3.6331775 3.9463104 0.2534443 4.3178017
+## 267 2.1240727 3.0692505 0.8417079 1.9512272 1.7242248 2.5932841
+## 268 2.4212278 2.1251171 0.1743519 0.2644305 2.0023340 3.3690348
+## 269 4.7281524 1.7612528 3.3566939 3.6651635 2.8602514 4.3658187
+## 270 1.4446550 0.1251135 4.7267590 3.4878712 2.8999128 0.8054212
+## 271 5.7107816 6.5700843 0.3553644 2.0536001 3.8276415 1.6633517
+## 272 3.9031412 3.3459019 0.8549568 4.5383997 2.4590972 4.3891830
+## 273 1.9956607 3.7422509 3.6671882 4.6651583 1.1045767 1.8361515
+## 274 0.2230767 0.8835201 3.8694380 2.4687938 3.9086993 3.6331775
+## 275 6.4131066 1.3344039 7.6654926 2.1240727 3.0692505 0.8417079
+## 276 8.0555336 4.9456528 1.7234665 1.3822983 2.1251171 0.1743519
+## 277 9.0742718 5.5678928 3.7264907 4.7281524 1.7612528 3.3566939
+## 278 6.7445706 6.0767245 4.6825465 0.4057256 3.6251135 4.7267590
+## 279 28.0125016 10.0928425 8.7005447 3.6329227 7.4239304 0.3553644
+## 280 18.4946994 9.6740361 8.9650008 1.8252824 5.6792352 0.8549568
+## 281 36.9395511 12.2846712 9.5465837 4.9411153 7.2422509 4.8894105
+## 282 54.2231258 16.2380811 16.5432050 5.1321676 7.8835201 6.3138825
+## 283 48.1488296 28.3231490 8.0258504 11.2079750 10.6677373 5.6239785
+## 284 57.5337305 24.8795442 18.9874889 15.7387453 11.9456528 9.0567998
+## 285 49.2885918 17.7771434 9.5535876 12.6588770 12.0986620 6.5738656
+## 286 33.4078260 19.0694302 7.7197260 8.4226507 13.9305707 7.2613010
+## 287 23.1885801 7.4264164 6.5732774 5.0418314 10.3210476 8.1498731
+## 288 24.1476236 4.1826921 9.2342252 3.7783534 6.4022413 7.3264171
+## 289 11.6383248 10.7632323 2.3272533 0.5770207 5.2000558 2.0655092
+## 290 12.2336450 3.9162174 3.7932602 4.3545127 1.5278247 3.6225701
+## 291 8.9358578 1.8657067 5.9206362 1.3398935 8.8616105 2.7206001
+## 292 10.6227596 7.3936525 4.3554963 5.5301472 2.3872365 6.0668540
+## 293 2.8750810 6.0468654 6.5917281 3.4614739 10.3797075 5.4705595
+## 294 6.7499658 5.2693873 0.2534443 4.3178017 3.0360969 4.5902998
+## 295 4.9974257 4.5973811 2.8121369 1.3710619 3.1443651 3.3095412
+## 296 2.2522108 1.5875074 2.0023340 3.3690348 0.2134613 4.8825768
+## 297 5.4345528 3.6651635 3.9481634 4.3658187 5.3145144 0.1514291
+## 298 5.7656885 4.8109481 3.9878249 0.8054212 1.2700635 3.9275703
+## 299 1.3942939 2.0536001 1.4943081 1.6633517 0.5426298 4.8327241
+## 300 2.9328157 4.8796585 2.4590972 4.3891830 3.4244218 3.2675842
+## 301 4.7061177 4.6651583 2.1924888 1.8361515 4.7237885 4.4159039
+## 302 4.9083675 2.4687938 3.9086993 3.6331775 3.9463104 0.2534443
+## 303 4.4017563 2.1240727 3.0692505 0.8417079 3.1178939 1.7242248
+## 304 1.7234665 2.7053752 2.1251171 0.1743519 0.2644305 2.0023340
+## 305 0.4627545 6.0512293 1.7612528 4.3385121 3.6651635 4.0824736
+## 306 3.5946344 0.4057256 0.1251135 4.7267590 3.4878712 2.8999128
+## 307 3.2609842 6.2790765 3.9239304 0.3553644 3.2202668 1.4943081
+## 308 2.4375282 1.8252824 4.4338140 0.8549568 3.5565815 2.4590972
+## 309 0.8432870 1.9956607 4.8301630 3.6671882 4.6651583 1.1045767
+## 310 3.4392773 1.5461536 1.9714322 4.8512562 2.4687938 3.9086993
+## 311 2.5373073 4.3352477 2.4223160 4.4017563 2.1240727 3.0692505
+## 312 4.8446318 4.9387453 4.9456528 1.7234665 1.3822983 2.1251171
+## 313 5.0261151 2.8406952 1.5986620 0.4627545 4.7281524 1.7612528
+## 314 3.3680776 1.5499234 3.4305707 3.5946344 0.4057256 0.1251135
+## 315 3.3095412 3.0781951 3.1543809 3.2609842 3.6329227 3.9239304
+## 316 6.8825768 1.8328989 1.7355746 2.4375282 1.8252824 3.3459019
+## 317 3.1514291 1.5770207 2.7000558 0.8432870 1.9956607 3.7422509
+## 318 3.7053481 5.3545127 0.3611580 3.4003478 0.2230767 1.8835201
+## 319 5.8327241 0.3580753 1.8616105 1.4983778 4.3352477 1.3344039
+## 320 6.2675842 6.5483290 2.3872365 4.8446318 5.9387453 4.9456528
+## 321 7.4159039 1.4978375 4.5463742 3.0261151 2.8406952 1.5986620
+## 322 1.2534443 5.3178017 1.8694302 3.3680776 1.5499234 3.4305707
+## 323 4.7242248 4.3710619 1.8110318 4.3095412 3.0781951 2.1543809
+## 324 2.0023340 3.3690348 1.2134613 4.8825768 0.8328989 1.7355746
+## 325 5.8602514 4.3658187 4.1478477 0.1514291 2.5770207 1.7000558
+## 326 8.8999128 1.8054212 2.2700635 2.7053481 6.3545127 0.3611580
+## 327 3.4943081 3.6633517 0.5426298 5.8327241 1.3580753 2.8616105
+## 328 10.4590972 12.3891830 7.4244218 4.2675842 4.5483290 3.3872365
+## 329 13.1045767 15.8361515 6.7237885 6.4159039 4.4978375 6.5463742
+## 330 23.9086993 12.6331775 11.9463104 3.2534443 7.3178017 3.8694302
+## 331 33.0692505 11.8417079 4.9512272 4.7242248 5.3710619 2.8110318
+## 332 34.1251171 10.1743519 9.2644305 3.0023340 9.3690348 0.2134613
+## 333 53.7612528 21.3566939 14.6651635 8.8602514 15.3658187 7.1478477
+## 334 53.1251135 25.7267590 20.4878712 9.8999128 10.8054212 4.2700635
+## 335 57.9239304 17.3553644 11.0536001 10.4943081 12.6633517 6.5426298
+## 336 39.3459019 8.8549568 12.5565815 3.4590972 14.3891830 5.4244218
+## 337 33.7422509 11.6671882 10.6651583 9.1045767 9.8361515 7.7237885
+## 338 18.8835201 12.8694380 7.4687938 6.9086993 9.6331775 9.9463104
+## 339 13.3344039 10.4017563 4.1240727 4.0692505 5.8417079 5.9512272
+## 340 10.9456528 4.7234665 4.3822983 3.1251171 2.1743519 0.2644305
+## 341 2.5986620 4.4627545 5.7281524 2.7612528 5.3566939 4.6651635
+## 342 8.4305707 7.5946344 1.4057256 1.1251135 7.7267590 4.4878712
+## 343 5.1543809 5.2609842 4.6329227 3.9239304 1.3553644 3.0536001
+## 344 2.7355746 2.4375282 1.8252824 3.3459019 1.8549568 3.5565815
+## 345 4.7000558 1.8432870 2.9956607 3.7422509 4.6671882 4.6651583
+## 346 3.3611580 3.4003478 0.2230767 1.8835201 3.8694380 4.4687938
+## 347 2.8616105 2.4983778 4.3352477 1.3344039 4.4017563 4.1240727
+## 348 3.3872365 4.8446318 4.9387453 4.9456528 2.7234665 1.3822983
+## 349 6.5463742 3.0261151 2.8406952 1.5986620 2.4627545 4.7281524
+## 350 4.8694302 3.3680776 1.5499234 4.4305707 4.5946344 0.4057256
+## 351 2.8110318 4.3095412 3.0781951 2.1543809 3.2609842 4.6329227
+## 352 1.2134613 4.8825768 0.8328989 1.7355746 2.4375282 1.8252824
+## 353 6.1478477 1.1514291 1.5770207 1.7000558 0.8432870 1.9956607
+## 354 2.2700635 2.7053481 4.3545127 1.3611580 3.4003478 0.2230767
+## 355 0.5426298 5.8327241 0.3580753 1.8616105 1.4983778 4.3352477
+## 356 3.4244218 4.2675842 4.5483290 2.3872365 4.8446318 4.9387453
+## 357 6.7237885 4.4159039 1.4978375 4.5463742 3.0261151 2.8406952
+## 358 3.9463104 0.2534443 4.3178017 1.8694302 3.3680776 1.5499234
+## 359 1.9512272 1.7242248 2.3710619 0.8110318 3.3095412 3.0781951
+## 360 0.2644305 2.0023340 3.3690348 0.2134613 4.8825768 0.8328989
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+## 362 3.4878712 2.8999128 0.8054212 1.2700635 2.7053481 4.3545127
+## 363 2.0536001 1.4943081 1.6633517 0.5426298 4.8327241 0.3580753
+## 364 5.5565815 3.4590972 4.3891830 3.4244218 3.2675842 4.5483290
+## X19 X20 X21 X22 X23 X24
+## 1 1.4978375 4.5463742 3.0261151 2.8406952 1.5986620 0.4627545
+## 2 4.3178017 1.8694302 3.3680776 1.5499234 3.4305707 3.5946344
+## 3 1.3710619 0.8110318 3.3095412 3.0781951 2.1543809 3.2609842
+## 4 3.3690348 0.2134613 4.8825768 0.8328989 3.8079430 2.4375282
+## 5 4.3658187 4.1478477 0.1514291 0.5770207 1.7000558 0.8432870
+## 6 1.7488174 1.2700635 2.7053481 4.3545127 0.3611580 2.4003478
+## 7 1.6633517 0.5426298 4.8327241 0.3580753 1.8616105 1.4983778
+## 8 4.3891830 3.4244218 3.2675842 4.5483290 4.4596049 4.8446318
+## 9 1.8361515 4.7237885 4.4159039 1.4978375 4.5463742 3.0261151
+## 10 3.6331775 3.9463104 0.2534443 4.3178017 1.8694302 3.3680776
+## 11 0.8417079 1.9512272 1.7242248 1.3710619 0.8110318 3.3095412
+## 12 0.1743519 0.2644305 2.0023340 3.3690348 0.2134613 4.8825768
+## 13 3.3566939 3.6651635 4.2515557 4.3658187 4.1478477 0.1514291
+## 14 4.7267590 3.4878712 2.8999128 0.8054212 1.2700635 2.7053481
+## 15 0.3553644 2.0536001 1.4943081 1.6633517 0.5426298 4.8327241
+## 16 0.8549568 3.5565815 5.2417059 4.3891830 3.4244218 3.2675842
+## 17 3.6671882 4.6651583 1.1045767 1.8361515 4.7237885 4.4159039
+## 18 3.8694380 2.4687938 3.9086993 3.6331775 3.9463104 3.0664524
+## 19 5.3451526 2.1240727 4.4605548 3.0457896 4.0235956 1.7242248
+## 20 3.6102589 2.4665089 2.1251171 0.1743519 0.2644305 4.8153421
+## 21 1.4061507 5.8123629 3.1525572 3.3566939 3.6651635 2.8602514
+## 22 4.5380306 4.7425677 4.2990266 4.7267590 5.5602396 11.3389372
+## 23 3.2609842 7.9697648 3.9239304 4.7635277 2.0536001 7.1203244
+## 24 8.0979056 11.5831771 7.5198149 7.4672017 15.9907921 16.5241378
+## 25 9.3338530 13.9219765 17.6552944 19.0957597 35.7506846 20.7956336
+## 26 10.8909139 11.0651819 21.7530853 28.1143360 62.5674780 71.4208944
+## 27 16.5927175 21.6826161 20.8126648 28.6466543 45.6438095 62.1424212
+## 28 17.1087827 13.6124295 14.6847832 36.9887726 44.9020352 38.6942228
+## 29 13.4034736 11.5143794 9.9464881 40.1362239 39.9584155 46.7693829
+## 30 8.0850587 4.8025550 11.7783968 19.0232058 29.4188835 25.4421867
+## 31 4.2529374 5.2466161 10.5022070 12.0773108 24.3566069 20.8019792
+## 32 5.8259730 3.0013199 5.9094876 13.4579364 10.1147560 11.7849263
+## 33 4.8684102 2.7454418 5.8739688 3.0473686 6.1403976 17.8072916
+## 34 6.4789330 6.5229337 5.9263754 11.2166744 6.4401819 3.6965282
+## 35 6.7195166 2.5264964 1.8616105 3.7024595 6.4076161 12.5864364
+## 36 4.2109805 6.7167501 5.1698452 9.2527950 11.1558505 7.7586609
+## 37 6.3026964 2.5820480 5.9376785 3.0261151 2.8406952 1.5986620
+## 38 4.9704254 6.4862227 3.2607346 3.3680776 1.5499234 3.4305707
+## 39 4.5544135 2.4552724 2.2023362 3.3095412 3.0781951 2.1543809
+## 40 3.8891264 3.3690348 0.2134613 7.0866585 2.9052673 4.5485827
+## 41 3.8036476 6.5342397 4.1478477 4.5595924 2.6493891 1.7000558
+## 42 2.8999128 1.8896317 1.2700635 2.7053481 4.3545127 0.3611580
+## 43 1.4943081 1.6633517 0.5426298 4.8327241 0.3580753 1.8616105
+## 44 2.4590972 5.4733935 3.4244218 5.4716659 4.5483290 2.3872365
+## 45 1.1045767 1.8361515 4.7237885 4.4159039 1.4978375 4.5463742
+## 46 3.9086993 3.6331775 3.9463104 0.2534443 4.3178017 1.8694302
+## 47 4.0126467 0.8417079 1.9512272 1.7242248 1.3710619 0.8110318
+## 48 4.0119095 0.1743519 0.2644305 2.0023340 3.3690348 0.2134613
+## 49 2.7046490 3.3566939 3.6651635 2.8602514 4.3658187 4.1478477
+## 50 0.1251135 4.7267590 4.8791755 5.1039944 0.8054212 1.2700635
+## 51 3.9239304 0.3553644 3.4449045 1.4943081 1.6633517 0.5426298
+## 52 3.3459019 0.8549568 3.5565815 2.4590972 4.3891830 3.4244218
+## 53 3.7422509 3.6671882 4.6651583 1.1045767 5.3361515 4.7237885
+## 54 0.8835201 3.8694380 2.4687938 6.6779301 3.6331775 3.9463104
+## 55 1.3344039 4.4017563 2.1240727 3.0692505 0.8417079 1.9512272
+## 56 4.9456528 1.7234665 1.3822983 2.1251171 0.1743519 0.2644305
+## 57 1.5986620 0.4627545 4.7281524 4.5304836 3.3566939 3.6651635
+## 58 3.4305707 3.5946344 0.4057256 0.1251135 4.7267590 3.4878712
+## 59 2.1543809 3.2609842 3.6329227 6.6931612 0.3553644 2.0536001
+## 60 1.7355746 2.4375282 1.8252824 3.3459019 0.8549568 3.5565815
+## 61 1.7000558 0.8432870 1.9956607 3.7422509 3.6671882 4.6651583
+## 62 0.3611580 2.4003478 0.2230767 0.8835201 3.8694380 2.4687938
+## 63 1.8616105 1.4983778 4.3352477 1.3344039 4.4017563 2.1240727
+## 64 2.3872365 4.8446318 4.9387453 4.9456528 1.7234665 1.3822983
+## 65 4.5463742 3.0261151 2.8406952 1.5986620 0.4627545 4.7281524
+## 66 1.8694302 3.3680776 1.5499234 3.4305707 3.5946344 0.4057256
+## 67 0.8110318 3.3095412 3.0781951 2.1543809 3.2609842 3.6329227
+## 68 0.2134613 7.0284102 0.8328989 1.7355746 5.9375282 1.8252824
+## 69 4.1478477 0.1514291 0.5770207 1.7000558 0.8432870 1.9956607
+## 70 1.2700635 2.7053481 6.9145127 3.1303888 2.4003478 0.2230767
+## 71 2.8153570 4.8327241 0.3580753 7.4000721 4.9983778 15.1477477
+## 72 3.4244218 3.2675842 4.5483290 5.1564672 8.3446318 4.9387453
+## 73 4.7237885 8.7075706 1.4978375 10.0848357 6.5261151 8.2469452
+## 74 8.4917649 6.6909443 6.8778017 10.1771225 3.3680776 6.9561734
+## 75 8.7694090 10.3075581 14.1710619 6.3494933 6.8095412 13.8906951
+## 76 2.5371578 10.5856673 8.4890348 22.3673074 32.8825768 22.4578989
+## 77 19.5742544 9.2977514 14.6058187 20.7632323 14.1514291 11.3895207
+## 78 12.5787803 17.9207461 8.4854212 12.3469866 27.2053481 58.4170127
+## 79 11.1445092 5.7859748 24.7033517 31.0041682 36.3327241 27.3893253
+## 80 10.3747633 11.0424305 22.3091830 28.3474987 17.2675842 42.3920790
+## 81 11.4833401 9.6879100 1.8361515 26.8776346 32.4159039 39.3415875
+## 82 4.7415211 12.4920326 6.1931775 3.9463104 24.7534443 20.5365517
+## 83 4.3968000 5.2150838 5.9617079 4.7204580 29.7242248 12.1835619
+## 84 3.6550256 2.1251171 7.8543519 11.3413536 12.5023340 30.4002848
+## 85 11.5463342 1.7612528 11.0366939 9.2036251 6.3602514 9.7720687
+## 86 4.9511801 0.1251135 12.4067590 9.0263327 6.3999128 11.6179212
+## 87 5.9056500 8.2155971 0.3553644 10.3612924 22.4943081 12.4758517
+## 88 1.8252824 7.6375685 0.8549568 3.5565815 12.9590972 4.3891830
+## 89 8.8138425 5.8880843 8.7871882 12.9728506 11.6045767 18.0549015
+## 90 0.2230767 0.8835201 8.9894380 5.2380246 14.4086993 14.4456775
+## 91 6.6079750 5.6260706 6.9617563 2.1240727 13.5692505 0.8417079
+## 92 4.9387453 4.9456528 1.7234665 4.1515291 2.1251171 0.1743519
+## 93 7.3861497 1.5986620 0.4627545 4.7281524 1.7612528 3.3566939
+## 94 1.5499234 3.4305707 3.5946344 3.1749563 3.6251135 4.7267590
+## 95 3.0781951 4.3002143 3.2609842 3.6329227 10.9239304 0.3553644
+## 96 0.8328989 1.7355746 2.4375282 1.8252824 3.3459019 0.8549568
+## 97 0.5770207 1.7000558 0.8432870 1.9956607 3.7422509 14.4796882
+## 98 4.3545127 0.3611580 2.4003478 0.2230767 0.8835201 3.8694380
+## 99 2.6308026 1.8616105 1.4983778 4.3352477 1.3344039 4.4017563
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+## 351 3.9239304 0.3553644 2.0536001 1.4943081 4.6633517 2.5426298
+## 352 3.3459019 0.8549568 3.5565815 5.4590972 6.3891830 3.4244218
+## 353 4.7422509 4.6671882 4.6651583 1.1045767 1.8361515 4.7237885
+## 354 1.8835201 3.8694380 2.4687938 3.9086993 3.6331775 3.9463104
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+## 364 3.3872365 5.8446318 4.9387453 4.9456528 2.7234665 1.3822983
+## X25
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+## 4 1.8252824
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+## 270 0.8835201
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+## 277 1.7000558
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+## 279 1.8616105
+## 280 7.5963274
+## 281 14.9645560
+## 282 17.4967029
+## 283 16.4383045
+## 284 28.8634613
+## 285 38.0069386
+## 286 55.9655181
+## 287 42.2153570
+## 288 60.7244218
+## 289 69.8374248
+## 290 40.4099467
+## 291 46.2284999
+## 292 18.4962487
+## 293 24.5015272
+## 294 29.5333257
+## 295 7.2626910
+## 296 19.1838543
+## 297 17.6878856
+## 298 10.2824302
+## 299 7.3331636
+## 300 17.0095711
+## 301 12.5417887
+## 302 5.6148165
+## 303 3.6329227
+## 304 4.4298278
+## 305 9.8092971
+## 306 2.8276221
+## 307 4.3352477
+## 308 4.9387453
+## 309 2.8406952
+## 310 1.5499234
+## 311 3.0781951
+## 312 0.8328989
+## 313 1.5770207
+## 314 4.3545127
+## 315 0.3580753
+## 316 5.5483290
+## 317 1.4978375
+## 318 4.3178017
+## 319 1.3710619
+## 320 3.3690348
+## 321 4.3658187
+## 322 1.8054212
+## 323 1.6633517
+## 324 4.3891830
+## 325 1.8361515
+## 326 5.6331775
+## 327 0.8417079
+## 328 2.1743519
+## 329 3.3566939
+## 330 8.7267590
+## 331 7.3553644
+## 332 14.8549568
+## 333 34.6671882
+## 334 25.8694380
+## 335 35.4017563
+## 336 42.7234665
+## 337 58.4627545
+## 338 49.5946344
+## 339 44.2609842
+## 340 72.4375282
+## 341 61.8432870
+## 342 61.4003478
+## 343 20.4983778
+## 344 30.8446318
+## 345 12.0261151
+## 346 10.3680776
+## 347 8.3095412
+## 348 7.8825768
+## 349 2.1514291
+## 350 3.7053481
+## 351 4.8327241
+## 352 5.2675842
+## 353 5.4159039
+## 354 1.2534443
+## 355 2.7242248
+## 356 3.0023340
+## 357 4.8602514
+## 358 2.8999128
+## 359 2.4943081
+## 360 2.4590972
+## 361 1.1045767
+## 362 3.9086993
+## 363 3.0692505
+## 364 2.1251171
+##
+## $populationAgeGroup
+## [1] 56605.42 56605.42 56605.42 56605.42 56605.42 56605.42
+## [7] 56605.42 56605.42 56605.42 56605.42 56605.42 56605.42
+## [13] 679265.00 679265.00 679265.00 679265.00 3396325.00 3396325.00
+## [19] 6792650.00 6792650.00 6792650.00 6792650.00 6792650.00 6792650.00
+## [25] 4799725.00
+##
+## $prop_mat
+## [1] 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
+## [7] 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
+## [13] 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
+## [19] 0.01752370 0.06014065 0.02233566 0.00000000 0.00000000 0.00000000
+## [25] 0.00000000
+##
+## $pVHR
+## [1] 0.0385453433 0.0099152075 0.0099152075 0.0020710417 0.0020710417
+## [6] 0.0020710417 0.0002762948 0.0002762948 0.0002762948 0.0000000000
+## [11] 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000
+## [16] 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000
+## [21] 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000
+##
+## $pHR
+## [1] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+##
+## $pLR
+## [1] 0.9614547 0.9900848 0.9900848 0.9979290 0.9979290 0.9979290 0.9997237
+## [8] 0.9997237 0.9997237 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000
+## [15] 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000
+## [22] 1.0000000 1.0000000 1.0000000 1.0000000
+##
+## $nmat
+## [1] 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0
+## [9] 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0
+## [17] 0.0 0.0 119032.4 408514.4 151718.3 0.0 0.0 0.0
+## [25] 0.0
+##
+## $nVHR
+## [1] 2181.87522 561.25445 561.25445 117.23218 117.23218 117.23218
+## [7] 15.63978 15.63978 15.63978 0.00000 0.00000 0.00000
+## [13] 0.00000 0.00000 0.00000 0.00000 0.00000 0.00000
+## [19] 0.00000 0.00000 0.00000 0.00000 0.00000 0.00000
+## [25] 0.00000
+##
+## $nHR
+## [1] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+##
+## $nLR
+## [1] 54423.54 56044.16 56044.16 56488.18 56488.18 56488.18
+## [7] 56589.78 56589.78 56589.78 56605.42 56605.42 56605.42
+## [13] 679265.00 679265.00 679265.00 679265.00 3396325.00 3396325.00
+## [19] 6792650.00 6792650.00 6792650.00 6792650.00 6792650.00 6792650.00
+## [25] 4799725.00
+##
+## $cnt_matrix_p
+## [,1] [,2] [,3] [,4] [,5]
+## [1,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [2,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [3,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [4,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [5,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [6,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [7,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [8,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [9,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [10,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [11,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [12,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [13,] 1.536885e-02 1.536885e-02 1.536885e-02 1.536885e-02 1.536885e-02
+## [14,] 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03
+## [15,] 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03
+## [16,] 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03
+## [17,] 3.244536e-04 3.244536e-04 3.244536e-04 3.244536e-04 3.244536e-04
+## [18,] 2.049180e-04 2.049180e-04 2.049180e-04 2.049180e-04 2.049180e-04
+## [19,] 9.562842e-04 9.562842e-04 9.562842e-04 9.562842e-04 9.562842e-04
+## [20,] 4.132514e-03 4.132514e-03 4.132514e-03 4.132514e-03 4.132514e-03
+## [21,] 2.288251e-03 2.288251e-03 2.288251e-03 2.288251e-03 2.288251e-03
+## [22,] 5.122951e-04 5.122951e-04 5.122951e-04 5.122951e-04 5.122951e-04
+## [23,] 3.415301e-04 3.415301e-04 3.415301e-04 3.415301e-04 3.415301e-04
+## [24,] 8.538251e-05 8.538251e-05 8.538251e-05 8.538251e-05 8.538251e-05
+## [25,] 7.435820e-05 7.435820e-05 7.435820e-05 7.435820e-05 7.435820e-05
+## [,6] [,7] [,8] [,9] [,10]
+## [1,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [2,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [3,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [4,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [5,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [6,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [7,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [8,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [9,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [10,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [11,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [12,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [13,] 1.536885e-02 1.536885e-02 1.536885e-02 1.536885e-02 1.536885e-02
+## [14,] 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03
+## [15,] 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03
+## [16,] 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03
+## [17,] 3.244536e-04 3.244536e-04 3.244536e-04 3.244536e-04 3.244536e-04
+## [18,] 2.049180e-04 2.049180e-04 2.049180e-04 2.049180e-04 2.049180e-04
+## [19,] 9.562842e-04 9.562842e-04 9.562842e-04 9.562842e-04 9.562842e-04
+## [20,] 4.132514e-03 4.132514e-03 4.132514e-03 4.132514e-03 4.132514e-03
+## [21,] 2.288251e-03 2.288251e-03 2.288251e-03 2.288251e-03 2.288251e-03
+## [22,] 5.122951e-04 5.122951e-04 5.122951e-04 5.122951e-04 5.122951e-04
+## [23,] 3.415301e-04 3.415301e-04 3.415301e-04 3.415301e-04 3.415301e-04
+## [24,] 8.538251e-05 8.538251e-05 8.538251e-05 8.538251e-05 8.538251e-05
+## [25,] 7.435820e-05 7.435820e-05 7.435820e-05 7.435820e-05 7.435820e-05
+## [,11] [,12] [,13] [,14] [,15] [,16]
+## [1,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
+## [2,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
+## [3,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
+## [4,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
+## [5,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
+## [6,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
+## [7,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
+## [8,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
+## [9,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
+## [10,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
+## [11,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
+## [12,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
+## [13,] 1.536885e-02 1.536885e-02 0.023026316 0.023026316 0.023026316 0.023026316
+## [14,] 1.622268e-03 1.622268e-03 0.023026316 0.023026316 0.023026316 0.023026316
+## [15,] 1.622268e-03 1.622268e-03 0.023026316 0.023026316 0.023026316 0.023026316
+## [16,] 1.622268e-03 1.622268e-03 0.023026316 0.023026316 0.023026316 0.023026316
+## [17,] 3.244536e-04 3.244536e-04 0.018300215 0.018300215 0.018300215 0.018300215
+## [18,] 2.049180e-04 2.049180e-04 0.009238522 0.009238522 0.009238522 0.009238522
+## [19,] 9.562842e-04 9.562842e-04 0.002774966 0.002774966 0.002774966 0.002774966
+## [20,] 4.132514e-03 4.132514e-03 0.012529110 0.012529110 0.012529110 0.012529110
+## [21,] 2.288251e-03 2.288251e-03 0.004605263 0.004605263 0.004605263 0.004605263
+## [22,] 5.122951e-04 5.122951e-04 0.001315789 0.001315789 0.001315789 0.001315789
+## [23,] 3.415301e-04 3.415301e-04 0.002412281 0.002412281 0.002412281 0.002412281
+## [24,] 8.538251e-05 8.538251e-05 0.000000000 0.000000000 0.000000000 0.000000000
+## [25,] 7.435820e-05 7.435820e-05 0.000000000 0.000000000 0.000000000 0.000000000
+## [,17] [,18] [,19] [,20] [,21] [,22]
+## [1,] 0.01946721 0.01229508 0.11475410 0.49590164 0.27459016 0.06147541
+## [2,] 0.01946721 0.01229508 0.11475410 0.49590164 0.27459016 0.06147541
+## [3,] 0.01946721 0.01229508 0.11475410 0.49590164 0.27459016 0.06147541
+## [4,] 0.01946721 0.01229508 0.11475410 0.49590164 0.27459016 0.06147541
+## [5,] 0.01946721 0.01229508 0.11475410 0.49590164 0.27459016 0.06147541
+## [6,] 0.01946721 0.01229508 0.11475410 0.49590164 0.27459016 0.06147541
+## [7,] 0.01946721 0.01229508 0.11475410 0.49590164 0.27459016 0.06147541
+## [8,] 0.01946721 0.01229508 0.11475410 0.49590164 0.27459016 0.06147541
+## [9,] 0.01946721 0.01229508 0.11475410 0.49590164 0.27459016 0.06147541
+## [10,] 0.01946721 0.01229508 0.11475410 0.49590164 0.27459016 0.06147541
+## [11,] 0.01946721 0.01229508 0.11475410 0.49590164 0.27459016 0.06147541
+## [12,] 0.01946721 0.01229508 0.11475410 0.49590164 0.27459016 0.06147541
+## [13,] 0.09150107 0.04619261 0.02774966 0.12529110 0.04605263 0.01315789
+## [14,] 0.09150107 0.04619261 0.02774966 0.12529110 0.04605263 0.01315789
+## [15,] 0.09150107 0.04619261 0.02774966 0.12529110 0.04605263 0.01315789
+## [16,] 0.09150107 0.04619261 0.02774966 0.12529110 0.04605263 0.01315789
+## [17,] 1.90816327 0.28712549 0.15240712 0.26643489 0.24092971 0.13010204
+## [18,] 0.28712549 3.12765957 0.42553191 0.18259273 0.40374873 0.17059271
+## [19,] 0.07620356 0.21276596 1.50641026 0.29178012 0.28266178 0.28125000
+## [20,] 0.13321745 0.09129637 0.29178012 0.61061947 0.43749122 0.45764855
+## [21,] 0.12046485 0.20187437 0.28266178 0.43749122 0.59523810 0.41319444
+## [22,] 0.06505102 0.08529635 0.28125000 0.45764855 0.41319444 0.47321429
+## [23,] 0.02846402 0.06527622 0.14186910 0.23781245 0.25187970 0.28320802
+## [24,] 0.02178179 0.01227496 0.06410256 0.04952349 0.15445665 0.14886676
+## [25,] 0.02145241 0.01193156 0.06203339 0.04809520 0.15189481 0.14454365
+## [,23] [,24] [,25]
+## [1,] 0.04098361 0.01024590 0.01024590
+## [2,] 0.04098361 0.01024590 0.01024590
+## [3,] 0.04098361 0.01024590 0.01024590
+## [4,] 0.04098361 0.01024590 0.01024590
+## [5,] 0.04098361 0.01024590 0.01024590
+## [6,] 0.04098361 0.01024590 0.01024590
+## [7,] 0.04098361 0.01024590 0.01024590
+## [8,] 0.04098361 0.01024590 0.01024590
+## [9,] 0.04098361 0.01024590 0.01024590
+## [10,] 0.04098361 0.01024590 0.01024590
+## [11,] 0.04098361 0.01024590 0.01024590
+## [12,] 0.04098361 0.01024590 0.01024590
+## [13,] 0.02412281 0.00000000 0.00000000
+## [14,] 0.02412281 0.00000000 0.00000000
+## [15,] 0.02412281 0.00000000 0.00000000
+## [16,] 0.02412281 0.00000000 0.00000000
+## [17,] 0.05692803 0.04356358 0.04926587
+## [18,] 0.13055244 0.02454992 0.02740106
+## [19,] 0.14186910 0.06410256 0.07123043
+## [20,] 0.23781245 0.04952349 0.05522577
+## [21,] 0.25187970 0.15445665 0.17441467
+## [22,] 0.28320802 0.14886676 0.16597363
+## [23,] 0.31578947 0.08535762 0.09248549
+## [24,] 0.08535762 0.06730769 0.07229720
+## [25,] 0.08054406 0.06296242 0.06730769
+##
+## $cnt_matrix_p_h
+## [,1] [,2] [,3] [,4] [,5]
+## [1,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [2,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [3,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [4,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [5,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [6,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [7,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [8,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [9,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [10,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [11,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [12,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [13,] 1.536885e-02 1.536885e-02 1.536885e-02 1.536885e-02 1.536885e-02
+## [14,] 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03
+## [15,] 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03
+## [16,] 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03
+## [17,] 3.244536e-04 3.244536e-04 3.244536e-04 3.244536e-04 3.244536e-04
+## [18,] 2.049180e-04 2.049180e-04 2.049180e-04 2.049180e-04 2.049180e-04
+## [19,] 9.562842e-04 9.562842e-04 9.562842e-04 9.562842e-04 9.562842e-04
+## [20,] 4.132514e-03 4.132514e-03 4.132514e-03 4.132514e-03 4.132514e-03
+## [21,] 2.288251e-03 2.288251e-03 2.288251e-03 2.288251e-03 2.288251e-03
+## [22,] 5.122951e-04 5.122951e-04 5.122951e-04 5.122951e-04 5.122951e-04
+## [23,] 3.415301e-04 3.415301e-04 3.415301e-04 3.415301e-04 3.415301e-04
+## [24,] 8.538251e-05 8.538251e-05 8.538251e-05 8.538251e-05 8.538251e-05
+## [25,] 7.435820e-05 7.435820e-05 7.435820e-05 7.435820e-05 7.435820e-05
+## [,6] [,7] [,8] [,9] [,10]
+## [1,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [2,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [3,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [4,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [5,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [6,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [7,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [8,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [9,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [10,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [11,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [12,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [13,] 1.536885e-02 1.536885e-02 1.536885e-02 1.536885e-02 1.536885e-02
+## [14,] 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03
+## [15,] 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03
+## [16,] 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03
+## [17,] 3.244536e-04 3.244536e-04 3.244536e-04 3.244536e-04 3.244536e-04
+## [18,] 2.049180e-04 2.049180e-04 2.049180e-04 2.049180e-04 2.049180e-04
+## [19,] 9.562842e-04 9.562842e-04 9.562842e-04 9.562842e-04 9.562842e-04
+## [20,] 4.132514e-03 4.132514e-03 4.132514e-03 4.132514e-03 4.132514e-03
+## [21,] 2.288251e-03 2.288251e-03 2.288251e-03 2.288251e-03 2.288251e-03
+## [22,] 5.122951e-04 5.122951e-04 5.122951e-04 5.122951e-04 5.122951e-04
+## [23,] 3.415301e-04 3.415301e-04 3.415301e-04 3.415301e-04 3.415301e-04
+## [24,] 8.538251e-05 8.538251e-05 8.538251e-05 8.538251e-05 8.538251e-05
+## [25,] 7.435820e-05 7.435820e-05 7.435820e-05 7.435820e-05 7.435820e-05
+## [,11] [,12] [,13] [,14] [,15] [,16]
+## [1,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
+## [2,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
+## [3,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
+## [4,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
+## [5,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
+## [6,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
+## [7,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
+## [8,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
+## [9,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
+## [10,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
+## [11,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
+## [12,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
+## [13,] 1.536885e-02 1.536885e-02 0.023026316 0.023026316 0.023026316 0.023026316
+## [14,] 1.622268e-03 1.622268e-03 0.023026316 0.023026316 0.023026316 0.023026316
+## [15,] 1.622268e-03 1.622268e-03 0.023026316 0.023026316 0.023026316 0.023026316
+## [16,] 1.622268e-03 1.622268e-03 0.023026316 0.023026316 0.023026316 0.023026316
+## [17,] 3.244536e-04 3.244536e-04 0.018300215 0.018300215 0.018300215 0.018300215
+## [18,] 2.049180e-04 2.049180e-04 0.009238522 0.009238522 0.009238522 0.009238522
+## [19,] 9.562842e-04 9.562842e-04 0.002774966 0.002774966 0.002774966 0.002774966
+## [20,] 4.132514e-03 4.132514e-03 0.012529110 0.012529110 0.012529110 0.012529110
+## [21,] 2.288251e-03 2.288251e-03 0.004605263 0.004605263 0.004605263 0.004605263
+## [22,] 5.122951e-04 5.122951e-04 0.001315789 0.001315789 0.001315789 0.001315789
+## [23,] 3.415301e-04 3.415301e-04 0.002412281 0.002412281 0.002412281 0.002412281
+## [24,] 8.538251e-05 8.538251e-05 0.000000000 0.000000000 0.000000000 0.000000000
+## [25,] 7.435820e-05 7.435820e-05 0.000000000 0.000000000 0.000000000 0.000000000
+## [,17] [,18] [,19] [,20] [,21] [,22]
+## [1,] 0.01946721 0.01229508 0.11475410 0.49590164 0.27459016 0.06147541
+## [2,] 0.01946721 0.01229508 0.11475410 0.49590164 0.27459016 0.06147541
+## [3,] 0.01946721 0.01229508 0.11475410 0.49590164 0.27459016 0.06147541
+## [4,] 0.01946721 0.01229508 0.11475410 0.49590164 0.27459016 0.06147541
+## [5,] 0.01946721 0.01229508 0.11475410 0.49590164 0.27459016 0.06147541
+## [6,] 0.01946721 0.01229508 0.11475410 0.49590164 0.27459016 0.06147541
+## [7,] 0.01946721 0.01229508 0.11475410 0.49590164 0.27459016 0.06147541
+## [8,] 0.01946721 0.01229508 0.11475410 0.49590164 0.27459016 0.06147541
+## [9,] 0.01946721 0.01229508 0.11475410 0.49590164 0.27459016 0.06147541
+## [10,] 0.01946721 0.01229508 0.11475410 0.49590164 0.27459016 0.06147541
+## [11,] 0.01946721 0.01229508 0.11475410 0.49590164 0.27459016 0.06147541
+## [12,] 0.01946721 0.01229508 0.11475410 0.49590164 0.27459016 0.06147541
+## [13,] 0.09150107 0.04619261 0.02774966 0.12529110 0.04605263 0.01315789
+## [14,] 0.09150107 0.04619261 0.02774966 0.12529110 0.04605263 0.01315789
+## [15,] 0.09150107 0.04619261 0.02774966 0.12529110 0.04605263 0.01315789
+## [16,] 0.09150107 0.04619261 0.02774966 0.12529110 0.04605263 0.01315789
+## [17,] 1.90816327 0.28712549 0.15240712 0.26643489 0.24092971 0.13010204
+## [18,] 0.28712549 3.12765957 0.42553191 0.18259273 0.40374873 0.17059271
+## [19,] 0.07620356 0.21276596 1.50641026 0.29178012 0.28266178 0.28125000
+## [20,] 0.13321745 0.09129637 0.29178012 0.61061947 0.43749122 0.45764855
+## [21,] 0.12046485 0.20187437 0.28266178 0.43749122 0.59523810 0.41319444
+## [22,] 0.06505102 0.08529635 0.28125000 0.45764855 0.41319444 0.47321429
+## [23,] 0.02846402 0.06527622 0.14186910 0.23781245 0.25187970 0.28320802
+## [24,] 0.02178179 0.01227496 0.06410256 0.04952349 0.15445665 0.14886676
+## [25,] 0.02145241 0.01193156 0.06203339 0.04809520 0.15189481 0.14454365
+## [,23] [,24] [,25]
+## [1,] 0.04098361 0.01024590 0.01024590
+## [2,] 0.04098361 0.01024590 0.01024590
+## [3,] 0.04098361 0.01024590 0.01024590
+## [4,] 0.04098361 0.01024590 0.01024590
+## [5,] 0.04098361 0.01024590 0.01024590
+## [6,] 0.04098361 0.01024590 0.01024590
+## [7,] 0.04098361 0.01024590 0.01024590
+## [8,] 0.04098361 0.01024590 0.01024590
+## [9,] 0.04098361 0.01024590 0.01024590
+## [10,] 0.04098361 0.01024590 0.01024590
+## [11,] 0.04098361 0.01024590 0.01024590
+## [12,] 0.04098361 0.01024590 0.01024590
+## [13,] 0.02412281 0.00000000 0.00000000
+## [14,] 0.02412281 0.00000000 0.00000000
+## [15,] 0.02412281 0.00000000 0.00000000
+## [16,] 0.02412281 0.00000000 0.00000000
+## [17,] 0.05692803 0.04356358 0.04926587
+## [18,] 0.13055244 0.02454992 0.02740106
+## [19,] 0.14186910 0.06410256 0.07123043
+## [20,] 0.23781245 0.04952349 0.05522577
+## [21,] 0.25187970 0.15445665 0.17441467
+## [22,] 0.28320802 0.14886676 0.16597363
+## [23,] 0.31578947 0.08535762 0.09248549
+## [24,] 0.08535762 0.06730769 0.07229720
+## [25,] 0.08054406 0.06296242 0.06730769
+##
+## $pwp_p
+## [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] [,13]
+## [1,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [2,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [3,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [4,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [5,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [6,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [7,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [8,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [9,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [10,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [11,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [12,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [13,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [14,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [15,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [16,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [17,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [18,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [19,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [20,] 0 0 0 0 0 0 0 0 0 0 0 0 0
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+##
+## $pwn_p
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+## [25,] 0.00000000 0.00000000
+##
+## $nwp_p
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+##
+## $nwn_p
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+## [25,] 7.435820e-05 7.435820e-05 0.000000000 0.000000000 0.000000000 0.000000000
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+## [16,] 0.09150107 0.04619261 0.02726339 0.11775602 0.04502402 0.01315789
+## [17,] 1.90816327 0.28712549 0.14973638 0.25041133 0.23554838 0.13010204
+## [18,] 0.28712549 3.12765957 0.41807502 0.17161149 0.39473074 0.17059271
+## [19,] 0.07620356 0.21276596 1.48001238 0.27423228 0.27634835 0.28125000
+## [20,] 0.13321745 0.09129637 0.28666706 0.57389642 0.42771957 0.45764855
+## [21,] 0.12046485 0.20187437 0.27770850 0.41118022 0.58194306 0.41319444
+## [22,] 0.06505102 0.08529635 0.27632146 0.43012527 0.40396548 0.47321429
+## [23,] 0.02846402 0.06527622 0.13938302 0.22351026 0.24625380 0.28320802
+## [24,] 0.02178179 0.01227496 0.06297925 0.04654511 0.15100676 0.14886676
+## [25,] 0.02145241 0.01193156 0.06094633 0.04520273 0.14850214 0.14454365
+## [,23] [,24] [,25]
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+## [2,] 0.04098361 0.01024590 0.01024590
+## [3,] 0.04098361 0.01024590 0.01024590
+## [4,] 0.04098361 0.01024590 0.01024590
+## [5,] 0.04098361 0.01024590 0.01024590
+## [6,] 0.04098361 0.01024590 0.01024590
+## [7,] 0.04098361 0.01024590 0.01024590
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+## [15,] 0.02412281 0.00000000 0.00000000
+## [16,] 0.02412281 0.00000000 0.00000000
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+## [18,] 0.13055244 0.02454992 0.02740106
+## [19,] 0.14186910 0.06410256 0.07123043
+## [20,] 0.23781245 0.04952349 0.05522577
+## [21,] 0.25187970 0.15445665 0.17441467
+## [22,] 0.28320802 0.14886676 0.16597363
+## [23,] 0.31578947 0.08535762 0.09248549
+## [24,] 0.08535762 0.06730769 0.07229720
+## [25,] 0.08054406 0.06296242 0.06730769
+##
+## $cnt_matrix_c
+## [,1] [,2] [,3] [,4] [,5]
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+## [4,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [5,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [6,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [7,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [8,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [9,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [10,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [11,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [12,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [13,] 3.765818e-03 3.765818e-03 3.765818e-03 3.765818e-03 3.765818e-03
+## [14,] 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03
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+## [17,] 4.251701e-04 4.251701e-04 4.251701e-04 4.251701e-04 4.251701e-04
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+## [25,] 4.461492e-05 4.461492e-05 4.461492e-05 4.461492e-05 4.461492e-05
+## [,6] [,7] [,8] [,9] [,10]
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+## [3,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [4,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [5,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [6,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [7,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [8,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [9,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
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+## [2,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [3,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [4,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [5,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [6,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [7,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [8,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [9,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [10,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [11,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [12,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [13,] 3.765818e-03 3.765818e-03 0.24342105 0.24342105 0.24342105 0.24342105
+## [14,] 2.741228e-03 2.741228e-03 0.24342105 0.24342105 0.24342105 0.24342105
+## [15,] 2.741228e-03 2.741228e-03 0.24342105 0.24342105 0.24342105 0.24342105
+## [16,] 2.741228e-03 2.741228e-03 0.24342105 0.24342105 0.24342105 0.24342105
+## [17,] 4.251701e-04 4.251701e-04 0.10895542 0.10895542 0.10895542 0.10895542
+## [18,] 4.432624e-04 4.432624e-04 0.04227324 0.04227324 0.04227324 0.04227324
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+## [21,] 1.356904e-03 1.356904e-03 0.06691729 0.06691729 0.06691729 0.06691729
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+## [,17] [,18] [,19] [,20] [,21] [,22]
+## [1,] 0.02551020 0.02659574 0.06410256 0.27778181 0.1628285 0.17857143
+## [2,] 0.02551020 0.02659574 0.06410256 0.27778181 0.1628285 0.17857143
+## [3,] 0.02551020 0.02659574 0.06410256 0.27778181 0.1628285 0.17857143
+## [4,] 0.02551020 0.02659574 0.06410256 0.27778181 0.1628285 0.17857143
+## [5,] 0.02551020 0.02659574 0.06410256 0.27778181 0.1628285 0.17857143
+## [6,] 0.02551020 0.02659574 0.06410256 0.27778181 0.1628285 0.17857143
+## [7,] 0.02551020 0.02659574 0.06410256 0.27778181 0.1628285 0.17857143
+## [8,] 0.02551020 0.02659574 0.06410256 0.27778181 0.1628285 0.17857143
+## [9,] 0.02551020 0.02659574 0.06410256 0.27778181 0.1628285 0.17857143
+## [10,] 0.02551020 0.02659574 0.06410256 0.27778181 0.1628285 0.17857143
+## [11,] 0.02551020 0.02659574 0.06410256 0.27778181 0.1628285 0.17857143
+## [12,] 0.02551020 0.02659574 0.06410256 0.27778181 0.1628285 0.17857143
+## [13,] 0.54477712 0.21136618 0.35104588 0.85695156 0.6691729 0.36395677
+## [14,] 0.54477712 0.21136618 0.35104588 0.85695156 0.6691729 0.36395677
+## [15,] 0.54477712 0.21136618 0.35104588 0.85695156 0.6691729 0.36395677
+## [16,] 0.54477712 0.21136618 0.35104588 0.85695156 0.6691729 0.36395677
+## [17,] 3.21428571 0.46743378 0.37127159 0.88396243 1.0958050 0.21173469
+## [18,] 0.46743378 2.58510638 0.55373704 0.32945773 0.9891928 0.29711246
+## [19,] 0.18563579 0.27686852 1.79487179 0.24478103 0.4117827 0.44162088
+## [20,] 0.44198122 0.16472886 0.24478103 0.63716814 0.2121084 0.21361410
+## [21,] 0.54790249 0.49459642 0.41178266 0.21210844 0.6269841 0.20386905
+## [22,] 0.10586735 0.14855623 0.44162088 0.21361410 0.2038690 0.44642857
+## [23,] 0.06569996 0.05809071 0.08316464 0.15859339 0.1244779 0.18115602
+## [24,] 0.03777473 0.07395663 0.09455128 0.03327093 0.1494200 0.08602335
+## [25,] 0.03662190 0.07309814 0.09351669 0.03269962 0.1437840 0.08112383
+## [,23] [,24] [,25]
+## [1,] 0.004098361 0.006147541 0.006147541
+## [2,] 0.004098361 0.006147541 0.006147541
+## [3,] 0.004098361 0.006147541 0.006147541
+## [4,] 0.004098361 0.006147541 0.006147541
+## [5,] 0.004098361 0.006147541 0.006147541
+## [6,] 0.004098361 0.006147541 0.006147541
+## [7,] 0.004098361 0.006147541 0.006147541
+## [8,] 0.004098361 0.006147541 0.006147541
+## [9,] 0.004098361 0.006147541 0.006147541
+## [10,] 0.004098361 0.006147541 0.006147541
+## [11,] 0.004098361 0.006147541 0.006147541
+## [12,] 0.004098361 0.006147541 0.006147541
+## [13,] 0.107456140 0.109311741 0.123567464
+## [14,] 0.107456140 0.109311741 0.123567464
+## [15,] 0.107456140 0.109311741 0.123567464
+## [16,] 0.107456140 0.109311741 0.123567464
+## [17,] 0.131399928 0.075549451 0.084102884
+## [18,] 0.116181411 0.147913257 0.167871269
+## [19,] 0.083164642 0.094551282 0.107381432
+## [20,] 0.158593386 0.033270933 0.037547649
+## [21,] 0.124477861 0.149420024 0.165101319
+## [22,] 0.181156015 0.086023352 0.093151213
+## [23,] 0.350877193 0.090587045 0.099140478
+## [24,] 0.090587045 0.278846154 0.299516952
+## [25,] 0.086339784 0.260844302 0.278846154
+##
+## $cnt_matrix_c_h
+## [,1] [,2] [,3] [,4] [,5]
+## [1,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [2,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [3,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [4,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [5,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [6,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [7,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [8,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [9,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [10,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [11,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [12,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [13,] 3.765818e-03 3.765818e-03 3.765818e-03 3.765818e-03 3.765818e-03
+## [14,] 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03
+## [15,] 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03
+## [16,] 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03
+## [17,] 4.251701e-04 4.251701e-04 4.251701e-04 4.251701e-04 4.251701e-04
+## [18,] 4.432624e-04 4.432624e-04 4.432624e-04 4.432624e-04 4.432624e-04
+## [19,] 5.341880e-04 5.341880e-04 5.341880e-04 5.341880e-04 5.341880e-04
+## [20,] 2.314848e-03 2.314848e-03 2.314848e-03 2.314848e-03 2.314848e-03
+## [21,] 1.356904e-03 1.356904e-03 1.356904e-03 1.356904e-03 1.356904e-03
+## [22,] 1.488095e-03 1.488095e-03 1.488095e-03 1.488095e-03 1.488095e-03
+## [23,] 3.415301e-05 3.415301e-05 3.415301e-05 3.415301e-05 3.415301e-05
+## [24,] 5.122951e-05 5.122951e-05 5.122951e-05 5.122951e-05 5.122951e-05
+## [25,] 4.461492e-05 4.461492e-05 4.461492e-05 4.461492e-05 4.461492e-05
+## [,6] [,7] [,8] [,9] [,10]
+## [1,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [2,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [3,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [4,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [5,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [6,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [7,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [8,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [9,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [10,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [11,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [12,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [13,] 3.765818e-03 3.765818e-03 3.765818e-03 3.765818e-03 3.765818e-03
+## [14,] 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03
+## [15,] 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03
+## [16,] 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03
+## [17,] 4.251701e-04 4.251701e-04 4.251701e-04 4.251701e-04 4.251701e-04
+## [18,] 4.432624e-04 4.432624e-04 4.432624e-04 4.432624e-04 4.432624e-04
+## [19,] 5.341880e-04 5.341880e-04 5.341880e-04 5.341880e-04 5.341880e-04
+## [20,] 2.314848e-03 2.314848e-03 2.314848e-03 2.314848e-03 2.314848e-03
+## [21,] 1.356904e-03 1.356904e-03 1.356904e-03 1.356904e-03 1.356904e-03
+## [22,] 1.488095e-03 1.488095e-03 1.488095e-03 1.488095e-03 1.488095e-03
+## [23,] 3.415301e-05 3.415301e-05 3.415301e-05 3.415301e-05 3.415301e-05
+## [24,] 5.122951e-05 5.122951e-05 5.122951e-05 5.122951e-05 5.122951e-05
+## [25,] 4.461492e-05 4.461492e-05 4.461492e-05 4.461492e-05 4.461492e-05
+## [,11] [,12] [,13] [,14] [,15] [,16]
+## [1,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [2,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [3,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [4,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [5,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [6,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [7,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [8,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [9,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [10,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [11,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [12,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [13,] 3.765818e-03 3.765818e-03 0.24342105 0.24342105 0.24342105 0.24342105
+## [14,] 2.741228e-03 2.741228e-03 0.24342105 0.24342105 0.24342105 0.24342105
+## [15,] 2.741228e-03 2.741228e-03 0.24342105 0.24342105 0.24342105 0.24342105
+## [16,] 2.741228e-03 2.741228e-03 0.24342105 0.24342105 0.24342105 0.24342105
+## [17,] 4.251701e-04 4.251701e-04 0.10895542 0.10895542 0.10895542 0.10895542
+## [18,] 4.432624e-04 4.432624e-04 0.04227324 0.04227324 0.04227324 0.04227324
+## [19,] 5.341880e-04 5.341880e-04 0.03510459 0.03510459 0.03510459 0.03510459
+## [20,] 2.314848e-03 2.314848e-03 0.08569516 0.08569516 0.08569516 0.08569516
+## [21,] 1.356904e-03 1.356904e-03 0.06691729 0.06691729 0.06691729 0.06691729
+## [22,] 1.488095e-03 1.488095e-03 0.03639568 0.03639568 0.03639568 0.03639568
+## [23,] 3.415301e-05 3.415301e-05 0.01074561 0.01074561 0.01074561 0.01074561
+## [24,] 5.122951e-05 5.122951e-05 0.01093117 0.01093117 0.01093117 0.01093117
+## [25,] 4.461492e-05 4.461492e-05 0.01076128 0.01076128 0.01076128 0.01076128
+## [,17] [,18] [,19] [,20] [,21] [,22]
+## [1,] 0.02551020 0.02659574 0.06410256 0.27778181 0.1628285 0.17857143
+## [2,] 0.02551020 0.02659574 0.06410256 0.27778181 0.1628285 0.17857143
+## [3,] 0.02551020 0.02659574 0.06410256 0.27778181 0.1628285 0.17857143
+## [4,] 0.02551020 0.02659574 0.06410256 0.27778181 0.1628285 0.17857143
+## [5,] 0.02551020 0.02659574 0.06410256 0.27778181 0.1628285 0.17857143
+## [6,] 0.02551020 0.02659574 0.06410256 0.27778181 0.1628285 0.17857143
+## [7,] 0.02551020 0.02659574 0.06410256 0.27778181 0.1628285 0.17857143
+## [8,] 0.02551020 0.02659574 0.06410256 0.27778181 0.1628285 0.17857143
+## [9,] 0.02551020 0.02659574 0.06410256 0.27778181 0.1628285 0.17857143
+## [10,] 0.02551020 0.02659574 0.06410256 0.27778181 0.1628285 0.17857143
+## [11,] 0.02551020 0.02659574 0.06410256 0.27778181 0.1628285 0.17857143
+## [12,] 0.02551020 0.02659574 0.06410256 0.27778181 0.1628285 0.17857143
+## [13,] 0.54477712 0.21136618 0.35104588 0.85695156 0.6691729 0.36395677
+## [14,] 0.54477712 0.21136618 0.35104588 0.85695156 0.6691729 0.36395677
+## [15,] 0.54477712 0.21136618 0.35104588 0.85695156 0.6691729 0.36395677
+## [16,] 0.54477712 0.21136618 0.35104588 0.85695156 0.6691729 0.36395677
+## [17,] 3.21428571 0.46743378 0.37127159 0.88396243 1.0958050 0.21173469
+## [18,] 0.46743378 2.58510638 0.55373704 0.32945773 0.9891928 0.29711246
+## [19,] 0.18563579 0.27686852 1.79487179 0.24478103 0.4117827 0.44162088
+## [20,] 0.44198122 0.16472886 0.24478103 0.63716814 0.2121084 0.21361410
+## [21,] 0.54790249 0.49459642 0.41178266 0.21210844 0.6269841 0.20386905
+## [22,] 0.10586735 0.14855623 0.44162088 0.21361410 0.2038690 0.44642857
+## [23,] 0.06569996 0.05809071 0.08316464 0.15859339 0.1244779 0.18115602
+## [24,] 0.03777473 0.07395663 0.09455128 0.03327093 0.1494200 0.08602335
+## [25,] 0.03662190 0.07309814 0.09351669 0.03269962 0.1437840 0.08112383
+## [,23] [,24] [,25]
+## [1,] 0.004098361 0.006147541 0.006147541
+## [2,] 0.004098361 0.006147541 0.006147541
+## [3,] 0.004098361 0.006147541 0.006147541
+## [4,] 0.004098361 0.006147541 0.006147541
+## [5,] 0.004098361 0.006147541 0.006147541
+## [6,] 0.004098361 0.006147541 0.006147541
+## [7,] 0.004098361 0.006147541 0.006147541
+## [8,] 0.004098361 0.006147541 0.006147541
+## [9,] 0.004098361 0.006147541 0.006147541
+## [10,] 0.004098361 0.006147541 0.006147541
+## [11,] 0.004098361 0.006147541 0.006147541
+## [12,] 0.004098361 0.006147541 0.006147541
+## [13,] 0.107456140 0.109311741 0.123567464
+## [14,] 0.107456140 0.109311741 0.123567464
+## [15,] 0.107456140 0.109311741 0.123567464
+## [16,] 0.107456140 0.109311741 0.123567464
+## [17,] 0.131399928 0.075549451 0.084102884
+## [18,] 0.116181411 0.147913257 0.167871269
+## [19,] 0.083164642 0.094551282 0.107381432
+## [20,] 0.158593386 0.033270933 0.037547649
+## [21,] 0.124477861 0.149420024 0.165101319
+## [22,] 0.181156015 0.086023352 0.093151213
+## [23,] 0.350877193 0.090587045 0.099140478
+## [24,] 0.090587045 0.278846154 0.299516952
+## [25,] 0.086339784 0.260844302 0.278846154
+##
+## $pwp_c
+## [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] [,13]
+## [1,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [2,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [3,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [4,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [5,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [6,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [7,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [8,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [9,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [10,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [11,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [12,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [13,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [14,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [15,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [16,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [17,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [18,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [19,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [20,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [21,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [22,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [23,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [24,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [25,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [,14] [,15] [,16] [,17] [,18] [,19] [,20] [,21] [,22]
+## [1,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [2,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [3,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [4,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [5,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [6,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [7,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [8,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [9,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [10,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [11,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [12,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [13,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [14,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [15,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [16,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [17,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [18,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [19,] 0 0 0 0 0 0.031452793 0.01472129 0.009197436 0
+## [20,] 0 0 0 0 0 0.004289469 0.03831970 0.004737581 0
+## [21,] 0 0 0 0 0 0.007215955 0.01275634 0.014004102 0
+## [22,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [23,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [24,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [25,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [,23] [,24] [,25]
+## [1,] 0 0 0
+## [2,] 0 0 0
+## [3,] 0 0 0
+## [4,] 0 0 0
+## [5,] 0 0 0
+## [6,] 0 0 0
+## [7,] 0 0 0
+## [8,] 0 0 0
+## [9,] 0 0 0
+## [10,] 0 0 0
+## [11,] 0 0 0
+## [12,] 0 0 0
+## [13,] 0 0 0
+## [14,] 0 0 0
+## [15,] 0 0 0
+## [16,] 0 0 0
+## [17,] 0 0 0
+## [18,] 0 0 0
+## [19,] 0 0 0
+## [20,] 0 0 0
+## [21,] 0 0 0
+## [22,] 0 0 0
+## [23,] 0 0 0
+## [24,] 0 0 0
+## [25,] 0 0 0
+##
+## $pwn_c
+## [,1] [,2] [,3] [,4] [,5] [,6]
+## [1,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [2,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [3,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [4,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [5,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [6,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [7,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [8,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [9,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [10,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [11,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [12,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [13,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [14,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [15,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [16,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [17,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [18,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [19,] 0.000534188 0.000534188 0.000534188 0.000534188 0.000534188 0.000534188
+## [20,] 0.002314848 0.002314848 0.002314848 0.002314848 0.002314848 0.002314848
+## [21,] 0.001356904 0.001356904 0.001356904 0.001356904 0.001356904 0.001356904
+## [22,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [23,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [24,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [25,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [,7] [,8] [,9] [,10] [,11] [,12]
+## [1,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [2,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [3,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [4,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
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+## [25,] 0.0000000 0.0000000 0.0000000 0.00000000 0.00000000 0.00000000
+##
+## $nwp_c
+## [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] [,13]
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+## [25,] 0 0 0
+##
+## $nwn_c
+## [,1] [,2] [,3] [,4] [,5]
+## [1,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
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+## [7,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
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+## [13,] 0.54477712 0.21136618 0.34489426 0.80541394 0.6542265 0.36395677
+## [14,] 0.54477712 0.21136618 0.34489426 0.80541394 0.6542265 0.36395677
+## [15,] 0.54477712 0.21136618 0.34489426 0.80541394 0.6542265 0.36395677
+## [16,] 0.54477712 0.21136618 0.34489426 0.80541394 0.6542265 0.36395677
+## [17,] 3.21428571 0.46743378 0.36476553 0.83080036 1.0713295 0.21173469
+## [18,] 0.46743378 2.58510638 0.54403352 0.30964393 0.9670986 0.29711246
+## [19,] 0.18563579 0.27686852 1.76341900 0.23005974 0.4025852 0.44162088
+## [20,] 0.44198122 0.16472886 0.24049156 0.59884844 0.2073709 0.21361410
+## [21,] 0.54790249 0.49459642 0.40456671 0.19935210 0.6129800 0.20386905
+## [22,] 0.10586735 0.14855623 0.43388205 0.20076721 0.1993155 0.44642857
+## [23,] 0.06569996 0.05809071 0.08170729 0.14905548 0.1216976 0.18115602
+## [24,] 0.03777473 0.07395663 0.09289439 0.03127000 0.1460826 0.08602335
+## [25,] 0.03662190 0.07309814 0.09187793 0.03073304 0.1405725 0.08112383
+## [,23] [,24] [,25]
+## [1,] 0.004098361 0.006147541 0.006147541
+## [2,] 0.004098361 0.006147541 0.006147541
+## [3,] 0.004098361 0.006147541 0.006147541
+## [4,] 0.004098361 0.006147541 0.006147541
+## [5,] 0.004098361 0.006147541 0.006147541
+## [6,] 0.004098361 0.006147541 0.006147541
+## [7,] 0.004098361 0.006147541 0.006147541
+## [8,] 0.004098361 0.006147541 0.006147541
+## [9,] 0.004098361 0.006147541 0.006147541
+## [10,] 0.004098361 0.006147541 0.006147541
+## [11,] 0.004098361 0.006147541 0.006147541
+## [12,] 0.004098361 0.006147541 0.006147541
+## [13,] 0.107456140 0.109311741 0.123567464
+## [14,] 0.107456140 0.109311741 0.123567464
+## [15,] 0.107456140 0.109311741 0.123567464
+## [16,] 0.107456140 0.109311741 0.123567464
+## [17,] 0.131399928 0.075549451 0.084102884
+## [18,] 0.116181411 0.147913257 0.167871269
+## [19,] 0.083164642 0.094551282 0.107381432
+## [20,] 0.158593386 0.033270933 0.037547649
+## [21,] 0.124477861 0.149420024 0.165101319
+## [22,] 0.181156015 0.086023352 0.093151213
+## [23,] 0.350877193 0.090587045 0.099140478
+## [24,] 0.090587045 0.278846154 0.299516952
+## [25,] 0.086339784 0.260844302 0.278846154
+
+RSVempty@model # This is the R interface to the cpp class defined in src/RunIntervention.cpp
## C++ object <0x7f9000781730> of class 'RunInterventions' <0x7f8fc07ef480>
+
+RSVempty@model_par # This gives the burn-in and run_yrs (how long the model is run for after bur-in).
## $burnin_yrs
+## [1] 2
+##
+## $run_yrs
+## [1] 10
+
+RSVempty@econ_par # Parameters associated with the economics of the model, time_horizon is currently set to 10 years, and the discount rate is 3.5%
## $time_horizon
+## [1] 10
+##
+## $discount_rate
+## [1] 0.035
+
+RSVempty@post # Posterior distributions fitted to UK-specific data
## xi si g0 g1 g2 om pA1 pA2
+## 1 123.8860 4.20082 5.61740 0.895885 0.910452 353.187 0.1745370 0.1833660
+## 2 122.6550 4.27503 5.48436 0.895451 0.916051 353.941 0.1306740 0.1685980
+## 3 123.3960 4.29448 5.37804 0.905692 0.925095 352.472 0.1137880 0.1747900
+## 4 120.9670 4.40520 5.33512 0.911488 0.903825 350.847 0.0880553 0.1453590
+## 5 117.2580 4.33905 5.47419 0.893035 0.920883 355.834 0.0624126 0.1674080
+## 6 116.2120 4.41779 5.30008 0.888892 0.926408 352.251 0.1011940 0.1592350
+## 7 119.9880 4.26626 5.45346 0.886884 0.928802 355.428 0.1124210 0.1725550
+## 8 125.5860 4.32803 5.39822 0.908898 0.902345 350.968 0.0774673 0.1752450
+## 9 114.5170 4.32906 5.30759 0.900241 0.915485 350.382 0.1065850 0.1651100
+## 10 114.5170 4.32906 5.30759 0.900241 0.915485 350.382 0.1065850 0.1651100
+## 11 115.3320 4.18436 5.39478 0.902782 0.929511 353.647 0.0851607 0.1757760
+## 12 115.3320 4.18436 5.39478 0.902782 0.929511 353.647 0.0851607 0.1757760
+## 13 153.9510 4.32904 6.61186 0.895089 0.757844 349.577 0.1870800 0.2154580
+## 14 122.7810 4.23944 5.56385 0.898966 0.930189 360.014 0.0385537 0.2080290
+## 15 114.0770 4.34996 5.29493 0.907727 0.925832 354.134 0.0430657 0.1800560
+## 16 127.5300 4.24463 5.67033 0.890267 0.909011 351.999 0.1966840 0.1967030
+## 17 127.5300 4.24463 5.67033 0.890267 0.909011 351.999 0.1966840 0.1967030
+## 18 127.5300 4.24463 5.67033 0.890267 0.909011 351.999 0.1966840 0.1967030
+## 19 125.6000 4.52845 5.19260 0.917121 0.868859 341.271 0.2146980 0.1549950
+## 20 122.8720 4.29349 5.49685 0.887770 0.902362 344.844 0.2233880 0.1967060
+## 21 122.8720 4.29349 5.49685 0.887770 0.902362 344.844 0.2233880 0.1967060
+## 22 140.9360 4.12520 5.96031 0.880373 0.868623 349.726 0.2055850 0.2230520
+## 23 129.0350 4.22598 5.74020 0.881497 0.896114 348.134 0.2068490 0.2240230
+## 24 122.2470 4.21788 5.61922 0.890756 0.917486 351.551 0.1692490 0.2063700
+## 25 142.7900 4.09639 6.11831 0.869772 0.862191 350.461 0.2404800 0.2251080
+## 26 134.3340 4.22967 5.89187 0.879316 0.861379 347.782 0.2023660 0.2199200
+## 27 116.4390 4.26553 5.48504 0.890159 0.930258 350.035 0.1879500 0.2083110
+## 28 116.4390 4.26553 5.48504 0.890159 0.930258 350.035 0.1879500 0.2083110
+## 29 116.4390 4.26553 5.48504 0.890159 0.930258 350.035 0.1879500 0.2083110
+## 30 112.0770 4.40580 5.26465 0.900129 0.930455 348.466 0.1658980 0.1992490
+## 31 137.6560 4.24805 5.99528 0.888904 0.858634 347.874 0.2768280 0.2000810
+## 32 107.7100 4.38991 5.25300 0.895033 0.933957 349.096 0.1248290 0.1845810
+## 33 129.6780 4.16678 5.72780 0.884520 0.898503 347.545 0.1830830 0.2225700
+## 34 129.6780 4.16678 5.72780 0.884520 0.898503 347.545 0.1830830 0.2225700
+## 35 130.8240 4.24263 5.70484 0.893306 0.891704 350.681 0.1800770 0.2084660
+## 36 130.8240 4.24263 5.70484 0.893306 0.891704 350.681 0.1800770 0.2084660
+## 37 133.4430 4.16026 5.84946 0.883775 0.874979 346.941 0.1868270 0.2259920
+## 38 134.0980 4.15398 5.88714 0.876498 0.855170 342.070 0.2166040 0.2118160
+## 39 138.5560 4.12880 5.97185 0.883825 0.846383 346.099 0.2050560 0.1947130
+## 40 127.2870 4.03375 5.90294 0.875916 0.906670 353.892 0.1156620 0.2378690
+## 41 122.0340 4.17582 5.56253 0.887976 0.911025 349.268 0.1163310 0.2178560
+## 42 125.9370 4.21889 5.53258 0.889484 0.859940 339.795 0.1191620 0.1743330
+## 43 123.5420 4.11796 5.85348 0.872162 0.888651 348.320 0.1844160 0.1991710
+## 44 131.7770 4.20119 5.74233 0.884286 0.868491 342.500 0.1954920 0.2255470
+## 45 122.2030 4.19039 5.66650 0.883886 0.889536 345.164 0.1397740 0.2207940
+## 46 110.2010 4.19408 5.47909 0.886356 0.917573 347.409 0.1155980 0.1885320
+## 47 119.2810 4.29075 5.36275 0.904762 0.902025 344.403 0.1531090 0.1663960
+## 48 127.7640 4.35379 5.58157 0.895610 0.899163 350.853 0.1599050 0.2267560
+## 49 130.5020 4.19565 5.82621 0.887376 0.921711 357.375 0.1748850 0.2445750
+## 50 125.9320 4.10315 5.80491 0.881103 0.904356 351.133 0.1501410 0.2135240
+## 51 115.8820 4.14618 5.62556 0.887001 0.939765 351.728 0.1653970 0.2005900
+## 52 110.7120 4.17715 5.64231 0.887200 0.956233 355.348 0.1964100 0.1905910
+## 53 126.8020 4.22360 5.59378 0.892923 0.901140 349.892 0.1193810 0.2275650
+## 54 114.8170 4.22056 5.39955 0.898928 0.913671 347.432 0.0579981 0.1987350
+## 55 114.0140 4.25411 5.60319 0.892769 0.946249 358.530 0.1224240 0.2038550
+## 56 116.8050 4.17895 5.62983 0.873803 0.905992 346.506 0.0776907 0.2306730
+## 57 118.7910 4.32088 5.42447 0.900155 0.900867 346.594 0.0812704 0.2218160
+## 58 113.1950 4.26293 5.47926 0.891231 0.909403 344.455 0.1279880 0.2165720
+## 59 105.6140 4.17743 5.40414 0.894181 0.941447 346.495 0.0703431 0.2869030
+## 60 113.6950 4.20912 5.33823 0.895585 0.941345 350.225 0.0466216 0.2316800
+## 61 121.0600 4.13991 5.65178 0.891135 0.892879 346.155 0.1006250 0.2049650
+## 62 125.6740 4.08515 5.80215 0.889500 0.881466 347.573 0.1009220 0.1886940
+## 63 124.8390 4.27653 5.35975 0.890123 0.911879 347.282 0.0963487 0.2424250
+## 64 125.6740 4.08515 5.80215 0.889500 0.881466 347.573 0.1009220 0.1886940
+## 65 114.2120 4.49403 5.15813 0.906776 0.916923 347.733 0.0686457 0.2180300
+## 66 114.2120 4.49403 5.15813 0.906776 0.916923 347.733 0.0686457 0.2180300
+## 67 119.0300 4.20803 5.48309 0.892968 0.918002 350.137 0.0701774 0.2157500
+## 68 118.1760 4.26639 5.36302 0.891542 0.913921 345.979 0.0975856 0.2419380
+## 69 110.8480 4.39044 5.21385 0.899452 0.929944 348.083 0.0500085 0.2457230
+## 70 107.8810 4.45502 5.20871 0.891599 0.924336 346.333 0.0480810 0.2466810
+## 71 116.9270 4.25886 5.39099 0.900593 0.928298 352.129 0.0887382 0.2226630
+## 72 116.9270 4.25886 5.39099 0.900593 0.928298 352.129 0.0887382 0.2226630
+## 73 121.5330 4.01704 5.79425 0.885536 0.898372 347.591 0.1696600 0.1636610
+## 74 115.8110 4.22784 5.56788 0.883607 0.902449 347.171 0.1276670 0.1856450
+## 75 115.8110 4.22784 5.56788 0.883607 0.902449 347.171 0.1276670 0.1856450
+## 76 114.1880 4.14006 5.51770 0.878409 0.913276 345.950 0.0860577 0.1846220
+## 77 114.2330 4.13789 5.57574 0.873202 0.905130 346.722 0.0770849 0.1771090
+## 78 119.8920 4.21285 5.48574 0.881393 0.895895 345.306 0.0579747 0.2318830
+## 79 114.5170 4.14349 5.68788 0.871090 0.897335 345.192 0.1010350 0.2198700
+## 80 112.2850 4.32267 5.49232 0.887227 0.909494 347.993 0.0859344 0.1980370
+## 81 121.2840 4.24590 5.67404 0.876752 0.856643 341.123 0.1401470 0.1794360
+## 82 116.6740 4.21633 5.80002 0.877161 0.907718 351.596 0.1114830 0.2243550
+## 83 116.6740 4.21633 5.80002 0.877161 0.907718 351.596 0.1114830 0.2243550
+## 84 119.7250 4.30429 5.56358 0.897786 0.901413 346.701 0.1378980 0.2569610
+## 85 112.0960 4.30427 5.35361 0.897334 0.917789 345.105 0.1140100 0.1996800
+## 86 110.4810 4.28113 5.34518 0.893936 0.913971 343.471 0.0972670 0.1935630
+## 87 114.8650 4.18997 5.54560 0.888217 0.910632 346.741 0.0902813 0.2033240
+## 88 117.2580 4.30815 5.55254 0.892863 0.910340 349.514 0.1092140 0.2232420
+## 89 113.9210 4.50412 5.34936 0.893442 0.904860 346.520 0.0919460 0.2258340
+## 90 106.2100 4.49927 5.29321 0.893968 0.914685 346.737 0.0833757 0.1892460
+## 91 111.4180 4.24196 5.79836 0.866308 0.888759 346.244 0.1653900 0.1766390
+## 92 115.2120 4.16827 5.66891 0.869897 0.889245 345.516 0.1490520 0.1870820
+## 93 116.3300 4.02290 5.85058 0.867633 0.905720 347.675 0.0918104 0.2028550
+## 94 112.8450 4.15761 5.58713 0.881951 0.882320 342.647 0.0837073 0.2378610
+## 95 125.5510 4.09525 5.74923 0.885287 0.891827 346.697 0.1403140 0.1807330
+## 96 118.9330 4.16966 5.59556 0.898327 0.923769 350.807 0.1457150 0.2043690
+## 97 119.2600 4.28258 5.50099 0.889845 0.911009 348.799 0.0952273 0.2482450
+## 98 110.1010 4.26603 5.22243 0.900323 0.949390 348.130 0.1266630 0.2035790
+## 99 124.4050 4.10132 5.73000 0.884910 0.909125 352.915 0.0939402 0.1948590
+## 100 118.3350 4.23452 5.67338 0.889561 0.909487 352.037 0.0905588 0.1884410
+## 101 115.8880 4.26736 5.57591 0.887617 0.898441 349.912 0.0736757 0.2035610
+## 102 116.7740 4.27151 5.44326 0.901130 0.940904 353.205 0.0966485 0.2010760
+## 103 117.2840 4.06872 5.66099 0.887129 0.930066 349.857 0.1433900 0.1953070
+## 104 119.1140 4.19216 5.63675 0.890687 0.922512 352.064 0.0590095 0.1958720
+## 105 123.0060 4.37998 6.24799 0.900932 0.837680 361.300 0.0544481 0.1972680
+## 106 110.8420 4.23648 5.62262 0.870746 0.935699 346.946 0.0974947 0.1951880
+## 107 110.8420 4.23648 5.62262 0.870746 0.935699 346.946 0.0974947 0.1951880
+## 108 110.8420 4.23648 5.62262 0.870746 0.935699 346.946 0.0974947 0.1951880
+## 109 107.9210 4.33237 5.54228 0.866984 0.922697 345.365 0.1163250 0.2037740
+## 110 107.9210 4.33237 5.54228 0.866984 0.922697 345.365 0.1163250 0.2037740
+## 111 121.9470 4.16935 5.69782 0.898094 0.913282 352.209 0.0821017 0.1995170
+## 112 121.9470 4.16935 5.69782 0.898094 0.913282 352.209 0.0821017 0.1995170
+## 113 122.0750 4.18524 5.78031 0.877480 0.899817 347.630 0.0776602 0.1885570
+## 114 119.4920 4.08815 5.85848 0.864877 0.880033 348.374 0.1067630 0.2259210
+## 115 123.8570 4.03131 5.92800 0.873564 0.867102 350.358 0.1325880 0.2259070
+## 116 122.0750 4.18524 5.78031 0.877480 0.899817 347.630 0.0776602 0.1885570
+## 117 122.0750 4.18524 5.78031 0.877480 0.899817 347.630 0.0776602 0.1885570
+## 118 133.4330 3.99032 6.18097 0.878441 0.833347 349.992 0.1808150 0.1946400
+## 119 129.0690 4.11610 5.94079 0.892476 0.870024 353.852 0.1172930 0.1844370
+## 120 117.3060 4.19926 6.09166 0.878631 0.836126 349.640 0.1740240 0.1398050
+## 121 108.2640 4.38519 5.40750 0.893850 0.924867 349.907 0.1161970 0.2145080
+## 122 115.5250 4.37257 5.37573 0.901969 0.937985 351.561 0.0808183 0.2161100
+## 123 106.8410 4.29994 5.50730 0.904985 0.935008 351.086 0.0775686 0.1584390
+## 124 118.6230 4.14730 5.90272 0.878649 0.889182 349.956 0.1255030 0.1867130
+## 125 116.2890 4.50491 5.50786 0.886019 0.877749 352.829 0.2080160 0.2152060
+## 126 113.1610 4.31666 5.56874 0.893316 0.927670 350.377 0.0764426 0.1828740
+## 127 129.4080 4.16725 5.84847 0.900377 0.881624 348.353 0.1683190 0.1917900
+## 128 108.8180 4.27723 5.46152 0.897498 0.921050 348.133 0.1060270 0.1814600
+## 129 113.5070 4.26293 5.85149 0.874909 0.889630 345.800 0.0672414 0.1807990
+## 130 121.0680 4.23720 5.91407 0.880475 0.869710 345.906 0.1062390 0.1868090
+## 131 120.9620 4.22510 5.66745 0.901061 0.889049 351.686 0.2114880 0.2159150
+## 132 114.8850 4.25915 5.76746 0.868583 0.879695 347.053 0.0887701 0.2183100
+## 133 116.5420 4.33151 5.64042 0.891058 0.880180 346.905 0.1278540 0.2077260
+## 134 120.0400 4.27798 5.75899 0.912872 0.889728 349.121 0.0482357 0.1553960
+## 135 122.7380 4.26472 5.87212 0.892166 0.844096 345.547 0.1291950 0.1685280
+## 136 116.9410 4.30712 5.70876 0.897995 0.880250 345.997 0.0710589 0.1622050
+## 137 115.8190 4.32573 5.69180 0.902587 0.869969 346.404 0.1461890 0.1829850
+## 138 119.2420 4.18604 5.89665 0.871691 0.877031 347.468 0.1609630 0.2159040
+## 139 124.7080 4.40295 5.95014 0.898263 0.868544 349.016 0.1032540 0.1386570
+## 140 116.0830 4.47577 5.61361 0.904777 0.903978 346.985 0.1081470 0.1502850
+## 141 119.7820 4.36126 5.69878 0.897561 0.897711 349.794 0.1135990 0.1535630
+## 142 115.4190 4.15091 6.56291 0.863288 0.865082 349.543 0.1475180 0.1985110
+## 143 115.9250 4.21184 5.84618 0.887453 0.901895 348.222 0.1133280 0.1964740
+## 144 113.7100 4.45661 5.56244 0.901530 0.897230 344.637 0.0982312 0.1428360
+## 145 129.5310 4.34373 5.68321 0.896402 0.882523 345.960 0.1107980 0.1563410
+## 146 135.8930 4.27408 6.22688 0.879351 0.854856 349.189 0.1107190 0.1511690
+## 147 138.1570 4.35722 6.14672 0.883303 0.855433 347.970 0.1138170 0.1619040
+## 148 122.6670 4.54120 5.65769 0.895974 0.891174 348.043 0.0868197 0.1470420
+## 149 122.6670 4.54120 5.65769 0.895974 0.891174 348.043 0.0868197 0.1470420
+## 150 129.0320 4.46752 5.93246 0.879508 0.875602 348.959 0.0431459 0.1563790
+## 151 117.1470 4.27161 5.81201 0.884773 0.861190 342.978 0.1067960 0.1855430
+## 152 116.9670 4.25428 5.76979 0.886903 0.869555 343.200 0.0912207 0.1927160
+## 153 122.1420 4.36763 5.76662 0.895449 0.867454 348.263 0.0815975 0.1914730
+## 154 119.0460 4.34588 5.53501 0.911644 0.877239 347.187 0.0893058 0.1891520
+## 155 125.2360 4.25746 5.81718 0.899176 0.851974 345.995 0.1445630 0.1748470
+## 156 126.2210 4.23507 5.83968 0.896623 0.861197 349.146 0.0870682 0.1963330
+## 157 119.9370 4.41200 5.44221 0.910049 0.892944 350.254 0.0452682 0.2106680
+## 158 131.5310 4.46255 5.64988 0.893171 0.891127 346.001 0.0522691 0.1942020
+## 159 132.2670 4.40346 5.49589 0.909006 0.894030 348.569 0.0767304 0.1954480
+## 160 133.3710 4.42707 5.53230 0.903295 0.909118 346.941 0.0627780 0.2088780
+## 161 126.5270 4.41152 5.32529 0.920237 0.918911 351.088 0.0413496 0.1869490
+## 162 133.5960 4.44059 5.43734 0.918353 0.902372 351.261 0.0700637 0.1405590
+## 163 122.5540 4.30728 5.95438 0.883817 0.865411 346.578 0.1056600 0.1813020
+## 164 124.9770 4.41923 5.85772 0.879538 0.918206 348.266 0.0526057 0.1969570
+## 165 129.6480 4.53405 5.75617 0.881846 0.902922 347.150 0.0444137 0.1414300
+## 166 124.2800 4.29471 5.84515 0.890821 0.899932 350.468 0.0697562 0.1681710
+## 167 125.9710 4.14762 6.00591 0.887906 0.889502 349.727 0.1182380 0.1790390
+## 168 128.8460 4.45505 5.65751 0.884458 0.900662 345.425 0.0777636 0.1855020
+## 169 114.6330 3.99728 5.96772 0.881848 0.887595 346.394 0.1491020 0.1856110
+## 170 127.9470 4.28408 5.60796 0.898540 0.915794 350.180 0.0633720 0.2138450
+## 171 132.9880 4.57704 5.69294 0.892790 0.877950 347.040 0.1485030 0.2185270
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+## 174 132.9510 4.49628 5.52682 0.903203 0.905459 347.996 0.0820698 0.1935440
+## 175 113.1530 4.17993 5.80095 0.881578 0.868100 344.033 0.1274520 0.1601100
+## 176 115.7250 4.36546 5.44699 0.891692 0.904225 343.940 0.0869946 0.1996080
+## 177 118.0210 4.15952 5.96076 0.892270 0.887827 351.656 0.0884677 0.1532810
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+## 184 124.7130 4.44080 5.54434 0.898862 0.886592 346.315 0.1336480 0.1861340
+## 185 124.7130 4.44080 5.54434 0.898862 0.886592 346.315 0.1336480 0.1861340
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+## 196 111.5080 4.26483 5.60032 0.888860 0.899312 343.529 0.1331000 0.2103420
+## 197 124.0010 4.53948 5.50127 0.895216 0.871116 346.223 0.1225370 0.1938790
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+## 205 140.0000 4.85198 5.55013 0.909402 0.863456 348.239 0.1014050 0.2089600
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+## 207 117.4520 4.48853 5.88372 0.885541 0.871615 348.333 0.0701637 0.1978430
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+## 209 138.1980 4.60212 5.81629 0.906344 0.876419 349.570 0.0761507 0.1913810
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+## 211 130.1370 4.47941 5.58256 0.899856 0.876648 347.697 0.0817136 0.1868480
+## 212 122.4220 4.56078 5.60929 0.893381 0.869609 347.030 0.0800523 0.2023130
+## 213 122.4220 4.56078 5.60929 0.893381 0.869609 347.030 0.0800523 0.2023130
+## 214 120.1520 4.22273 5.91954 0.883840 0.896607 350.407 0.0455658 0.1794610
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+## 216 131.8250 4.24870 6.05851 0.893094 0.853296 349.059 0.0988267 0.1466010
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+## 218 138.0100 4.83892 5.65763 0.907977 0.873582 352.428 0.0371937 0.2338790
+## 219 130.3710 4.56962 5.68234 0.888445 0.889719 348.994 0.0334584 0.2043230
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+## 223 113.5630 4.47407 5.55485 0.888287 0.871397 344.741 0.0166707 0.2126510
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+## 232 125.4350 4.80058 5.48493 0.893690 0.878919 348.039 0.0564109 0.1861160
+## 233 125.4350 4.80058 5.48493 0.893690 0.878919 348.039 0.0564109 0.1861160
+## 234 125.4350 4.80058 5.48493 0.893690 0.878919 348.039 0.0564109 0.1861160
+## 235 125.4350 4.80058 5.48493 0.893690 0.878919 348.039 0.0564109 0.1861160
+## 236 125.4350 4.80058 5.48493 0.893690 0.878919 348.039 0.0564109 0.1861160
+## 237 125.4350 4.80058 5.48493 0.893690 0.878919 348.039 0.0564109 0.1861160
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+## 253 134.3080 4.95044 5.69266 0.899420 0.879271 351.233 0.0902977 0.1997730
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+## 378 137.1240 5.32532 6.08758 0.911714 0.843247 364.515 0.0150110 0.1923720
+## 379 145.3720 5.17616 6.14533 0.903595 0.792836 358.058 0.0691552 0.1981800
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+## 384 141.7740 4.90902 6.16488 0.878593 0.797005 353.056 0.0797257 0.1611670
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+## 387 128.3570 4.97420 6.19007 0.897651 0.792770 358.130 0.0655048 0.1914800
+## 388 135.9340 5.16451 6.40289 0.860381 0.796954 352.622 0.0993038 0.2136970
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+## 392 133.7460 4.97775 6.26713 0.871262 0.779907 355.283 0.0907288 0.1601550
+## 393 143.1070 4.85879 6.07970 0.863665 0.849048 347.520 0.1104200 0.1935720
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+## 981 129.5450 4.86118 6.28854 0.861510 0.790846 360.570 0.0910535 0.1409730
+## 982 129.5450 4.86118 6.28854 0.861510 0.790846 360.570 0.0910535 0.1409730
+## 983 132.7970 5.00159 6.33242 0.875385 0.776424 360.379 0.0944696 0.1315640
+## 984 132.7970 5.00159 6.33242 0.875385 0.776424 360.379 0.0944696 0.1315640
+## 985 135.3550 4.94109 6.11654 0.882898 0.766573 360.416 0.0939474 0.1258550
+## 986 135.3550 4.94109 6.11654 0.882898 0.766573 360.416 0.0939474 0.1258550
+## 987 135.3550 4.94109 6.11654 0.882898 0.766573 360.416 0.0939474 0.1258550
+## 988 136.9690 4.85451 5.93707 0.882273 0.767272 359.976 0.0860870 0.1349320
+## 989 144.1800 5.13874 6.01933 0.882288 0.785757 360.270 0.1096850 0.1185360
+## 990 144.1800 5.13874 6.01933 0.882288 0.785757 360.270 0.1096850 0.1185360
+## 991 123.6390 4.53987 5.85772 0.858271 0.827314 361.747 0.1008270 0.1855710
+## 992 144.8440 5.04310 6.04667 0.846113 0.798043 360.152 0.1131180 0.1760560
+## 993 144.8440 5.04310 6.04667 0.846113 0.798043 360.152 0.1131180 0.1760560
+## 994 133.4950 4.96744 6.29021 0.875390 0.769455 356.887 0.1408130 0.1358800
+## 995 143.9300 5.08603 6.10889 0.879775 0.778401 357.661 0.1562040 0.1581220
+## 996 137.7750 4.93594 6.26821 0.892182 0.785730 359.213 0.1525770 0.1201020
+## 997 129.3120 4.69861 6.05563 0.888881 0.814834 362.741 0.1009730 0.1271650
+## 998 118.2050 4.62606 6.53834 0.856440 0.822263 362.314 0.0749202 0.1350480
+## 999 147.3820 4.87181 5.65802 0.870118 0.806816 363.331 0.0806369 0.1303360
+## 1000 127.8840 4.55682 5.94234 0.888318 0.840943 364.920 0.0790892 0.1029520
+## 1001 133.6700 5.16056 6.05222 0.885188 0.797377 361.449 0.0582461 0.1282020
+## 1002 130.3350 5.07200 6.21633 0.866565 0.818393 363.748 0.0592058 0.1125480
+## 1003 130.8980 5.23871 6.46804 0.829623 0.794724 362.952 0.0633700 0.1357650
+## 1004 130.8980 5.23871 6.46804 0.829623 0.794724 362.952 0.0633700 0.1357650
+## 1005 125.5130 4.69903 6.06424 0.851768 0.810048 364.725 0.0493785 0.1355280
+## 1006 128.8690 4.81367 6.31490 0.858119 0.791289 363.976 0.0524305 0.1265110
+## 1007 134.1700 4.77784 6.30798 0.832468 0.786147 363.858 0.0823581 0.1518290
+## 1008 141.5400 4.99583 6.18750 0.835921 0.776070 364.040 0.0638187 0.1459430
+## 1009 121.6680 4.48077 5.95695 0.896864 0.823244 364.840 0.1119430 0.1668990
+## 1010 137.1670 4.80976 6.30392 0.877382 0.814999 359.147 0.1419010 0.1401660
+## 1011 135.8860 4.90164 6.35112 0.854355 0.763933 363.722 0.1307570 0.1590840
+## 1012 130.3410 4.89249 6.11579 0.870518 0.816099 363.219 0.0752796 0.1679880
+## 1013 135.8920 4.88680 5.99465 0.858996 0.798499 361.066 0.0773710 0.1470010
+## 1014 136.4630 5.10703 5.82235 0.863140 0.837506 363.066 0.0617336 0.1390420
+## 1015 143.6990 5.09390 6.31265 0.856146 0.808188 359.119 0.1493950 0.1470540
+## 1016 143.6990 5.09390 6.31265 0.856146 0.808188 359.119 0.1493950 0.1470540
+## 1017 138.4440 4.91976 6.19690 0.880528 0.816479 361.353 0.1115400 0.1314690
+## 1018 138.4440 4.91976 6.19690 0.880528 0.816479 361.353 0.1115400 0.1314690
+## 1019 138.4440 4.91976 6.19690 0.880528 0.816479 361.353 0.1115400 0.1314690
+## 1020 138.4440 4.91976 6.19690 0.880528 0.816479 361.353 0.1115400 0.1314690
+## 1021 141.7950 5.19077 6.27957 0.848933 0.834555 361.754 0.0975130 0.1322170
+## 1022 139.4600 5.22325 6.32097 0.846793 0.828590 361.172 0.0929701 0.1040660
+## 1023 130.4860 5.04814 6.27351 0.862035 0.812356 362.143 0.0821353 0.1142580
+## 1024 131.8500 5.14729 6.17031 0.864167 0.798983 361.422 0.0967297 0.1194940
+## 1025 121.2060 4.91780 5.96399 0.865679 0.801619 363.462 0.0511084 0.1287470
+## 1026 134.8280 5.11740 5.75707 0.869060 0.804587 362.853 0.0523058 0.1439860
+## 1027 135.8370 4.90183 5.74074 0.895091 0.824130 360.611 0.0916033 0.1074740
+## 1028 138.0620 5.18495 5.77249 0.888352 0.820090 361.126 0.0405944 0.0865823
+## 1029 134.6690 5.14462 6.14609 0.863049 0.807592 360.076 0.0784567 0.0844578
+## 1030 138.6780 4.89835 6.26110 0.879277 0.816786 360.803 0.1081780 0.1384060
+## 1031 131.2600 4.82485 6.64971 0.884829 0.755189 361.211 0.1574410 0.1701810
+## 1032 135.4530 5.07287 6.58011 0.857730 0.771883 362.897 0.0930456 0.1608170
+## 1033 131.9400 4.91684 6.58930 0.859096 0.772968 363.995 0.0939696 0.1503080
+## 1034 135.3380 4.84797 6.28523 0.881579 0.784452 362.614 0.1100000 0.1630620
+## 1035 138.1540 4.83962 6.19629 0.859242 0.822552 363.733 0.1209260 0.1797270
+## 1036 137.3850 4.85525 6.37912 0.874751 0.794890 363.748 0.1328650 0.1669170
+## 1037 135.7020 5.05544 6.50554 0.854561 0.780856 362.638 0.1077540 0.1501610
+## 1038 116.0070 4.37676 6.08655 0.845160 0.855919 359.448 0.0882894 0.1316810
+## 1039 140.2490 4.99633 6.01790 0.863201 0.817990 361.936 0.1054450 0.1282620
+## 1040 148.0940 5.12363 6.11405 0.887413 0.819071 359.069 0.1469540 0.1331360
+## 1041 133.8500 4.94555 6.32533 0.846577 0.823114 364.166 0.1210350 0.1652800
+## 1042 138.3860 4.82895 5.73489 0.880635 0.844185 361.508 0.1370100 0.1763030
+## 1043 140.0550 5.04789 6.03249 0.866612 0.827267 361.669 0.0950584 0.1308750
+## 1044 133.7810 5.10321 6.47852 0.878473 0.789023 359.844 0.0980189 0.1040620
+## 1045 131.4920 4.73704 6.32827 0.884482 0.798766 364.140 0.0923633 0.1281690
+## 1046 126.7700 4.92195 6.23485 0.857862 0.754873 356.088 0.0934669 0.0797077
+## 1047 138.1990 4.68325 6.40455 0.894966 0.763310 360.420 0.1474960 0.1350240
+## 1048 130.6490 4.77439 6.40030 0.860083 0.782349 360.894 0.1078920 0.0898429
+## 1049 124.4710 4.75617 6.33186 0.865119 0.781679 361.004 0.0909323 0.0997609
+## 1050 131.0290 4.83260 6.12070 0.859969 0.812759 363.370 0.0836290 0.1187370
+## 1051 124.8710 4.58835 6.34133 0.885403 0.794267 361.658 0.0766216 0.0763512
+## 1052 125.6660 4.62639 6.13328 0.882427 0.839741 361.773 0.0964926 0.1058670
+## 1053 139.2150 4.89653 6.21523 0.860984 0.821229 362.622 0.0916008 0.1033400
+## 1054 137.4860 4.84102 6.47161 0.850625 0.782718 360.688 0.1597760 0.1182660
+## 1055 128.4020 4.89064 6.55087 0.858525 0.817134 361.651 0.1172230 0.1369280
+## 1056 126.4550 4.62943 6.41568 0.897802 0.789745 362.660 0.1014200 0.1202070
+## 1057 138.6980 4.95078 6.41668 0.899318 0.809808 362.529 0.0987129 0.1405260
+## 1058 112.9720 4.41163 6.08225 0.848138 0.799979 357.437 0.1211440 0.0925509
+## 1059 134.8140 5.05766 6.75791 0.825196 0.797962 361.279 0.1342840 0.1271240
+## 1060 122.2420 4.52121 6.66660 0.860514 0.742915 362.716 0.1094290 0.1185080
+## 1061 127.6890 4.62406 6.09414 0.853072 0.862079 360.065 0.1389850 0.1623280
+## 1062 141.8590 4.94666 6.56631 0.888010 0.823231 359.997 0.1460540 0.1843280
+## 1063 126.2920 4.57859 6.49054 0.850520 0.840902 364.965 0.0922627 0.1509100
+## 1064 119.5600 4.52753 6.48678 0.893985 0.787063 363.811 0.0558181 0.0826124
+## 1065 133.7810 4.62054 6.54024 0.905549 0.804302 361.569 0.1334210 0.1214510
+## 1066 139.1830 4.77498 6.61792 0.852547 0.785936 362.916 0.1248560 0.1400070
+## 1067 143.6100 4.72677 6.50019 0.859313 0.827816 362.635 0.1710000 0.1601760
+## 1068 137.1000 4.54319 6.54549 0.866620 0.828586 357.895 0.1624120 0.1492620
+## 1069 123.7880 4.43781 6.49220 0.870633 0.826716 363.604 0.1142040 0.1494330
+## 1070 116.2310 4.49822 6.04598 0.898904 0.814666 363.205 0.0829652 0.1444560
+## 1071 130.4600 4.88142 6.00330 0.866812 0.843566 362.620 0.0913508 0.1595480
+## 1072 126.5170 4.84301 6.26607 0.848012 0.785509 364.389 0.0598347 0.1274760
+## 1073 126.3270 4.83931 6.34712 0.846938 0.779047 364.260 0.0527325 0.1426740
+## 1074 126.1900 4.73561 6.49369 0.877505 0.761458 362.624 0.0576412 0.1178300
+## 1075 122.5110 4.68366 6.02403 0.871827 0.790176 360.745 0.0704306 0.1194300
+## 1076 128.9470 4.81790 6.29183 0.865090 0.781779 360.768 0.1465900 0.0750997
+## 1077 128.9470 4.81790 6.29183 0.865090 0.781779 360.768 0.1465900 0.0750997
+## 1078 136.4850 5.01854 6.62227 0.879415 0.740806 364.696 0.0839104 0.1068110
+## 1079 132.1880 4.36044 6.70008 0.885394 0.787303 359.188 0.1790890 0.1633620
+## 1080 130.1790 4.91298 6.79220 0.870763 0.780199 364.769 0.0907947 0.1854060
+## 1081 136.4390 4.92932 6.66705 0.847070 0.768326 361.282 0.0922161 0.1673200
+## 1082 141.5860 4.96071 6.52940 0.860372 0.784484 361.210 0.1232320 0.1669790
+## 1083 132.6710 5.04761 6.59634 0.855432 0.764288 363.381 0.0412959 0.1613290
+## 1084 133.7010 5.11859 6.71137 0.830355 0.778299 362.038 0.0847280 0.2033770
+## 1085 123.5800 4.49157 6.10774 0.869423 0.808755 361.068 0.1097910 0.1297060
+## 1086 131.6670 4.95647 5.97156 0.866233 0.812923 360.062 0.0846097 0.1058800
+## 1087 133.3870 5.06343 5.73820 0.862809 0.819459 360.308 0.0608290 0.1061290
+## 1088 133.9540 5.01614 6.38564 0.837355 0.790273 359.759 0.0724061 0.1551120
+## 1089 124.4710 4.94547 6.11989 0.868121 0.813423 363.585 0.0593899 0.1470780
+## 1090 126.4370 4.35062 6.38327 0.861647 0.842137 358.056 0.1415870 0.1971040
+## 1091 121.2660 5.00968 5.81518 0.846330 0.798485 364.030 0.0403297 0.1670710
+## 1092 132.3780 4.63676 6.47745 0.834849 0.816592 364.477 0.1225530 0.1010450
+## 1093 139.7980 5.19770 6.10281 0.850309 0.807706 362.030 0.1079400 0.1093410
+## 1094 133.8620 5.26372 6.44199 0.841706 0.815164 364.762 0.0232399 0.1528530
+## 1095 136.7990 5.20213 5.90264 0.846157 0.824866 360.805 0.0599895 0.1051990
+## 1096 123.0880 4.92496 6.13784 0.831182 0.823355 362.632 0.0301527 0.1744470
+## 1097 122.2620 4.98716 6.09917 0.854181 0.786436 361.929 0.0290561 0.1789480
+## 1098 126.9130 4.62007 6.29015 0.843802 0.818313 362.417 0.1378570 0.1154830
+## 1099 135.1140 4.97303 6.18062 0.865711 0.776936 361.505 0.1348730 0.1622150
+## 1100 125.6200 5.04302 5.80430 0.885173 0.793682 364.311 0.0735498 0.1468710
+## 1101 139.6030 5.15644 6.07341 0.861251 0.789014 359.702 0.0896528 0.0923745
+## 1102 139.6030 5.15644 6.07341 0.861251 0.789014 359.702 0.0896528 0.0923745
+## 1103 142.9260 4.97007 6.52003 0.849169 0.780413 359.617 0.1282270 0.1109120
+## 1104 135.4780 4.73293 6.24383 0.867758 0.779724 359.084 0.0872399 0.1241240
+## 1105 131.2630 4.88103 6.43417 0.856558 0.784525 361.487 0.0934893 0.1635830
+## 1106 135.8630 5.21943 6.16398 0.861422 0.774849 361.330 0.0737955 0.1393030
+## 1107 135.8630 5.21943 6.16398 0.861422 0.774849 361.330 0.0737955 0.1393030
+## 1108 121.0230 4.86003 6.19767 0.855327 0.826214 363.360 0.0424830 0.1699920
+## 1109 124.8920 5.10907 5.97281 0.848315 0.829789 364.044 0.0477829 0.1660310
+## 1110 126.4860 4.91933 6.51944 0.864259 0.762599 363.139 0.0255932 0.1300020
+## 1111 123.6140 4.93486 6.61067 0.855660 0.744671 363.398 0.0326780 0.1475960
+## 1112 138.4160 5.37429 6.24306 0.857712 0.754866 361.761 0.0828886 0.1895960
+## 1113 142.7100 5.07185 6.41254 0.872921 0.777093 359.186 0.1330710 0.1432180
+## 1114 141.2750 4.99840 6.08986 0.875496 0.801797 357.134 0.1200040 0.1421650
+## 1115 141.2750 4.99840 6.08986 0.875496 0.801797 357.134 0.1200040 0.1421650
+## 1116 115.6350 4.83673 6.28035 0.823239 0.864344 356.513 0.0406543 0.2739460
+## 1117 116.1850 4.72114 6.37741 0.825756 0.832456 356.572 0.0499917 0.2406870
+## 1118 143.3730 4.85407 6.12020 0.879588 0.767420 357.359 0.1862840 0.1296310
+## 1119 133.0390 4.83985 6.51752 0.852772 0.813876 356.057 0.0706359 0.2086050
+## 1120 135.0330 4.89521 6.50643 0.853470 0.800330 355.619 0.0573982 0.1693610
+## 1121 135.0330 4.89521 6.50643 0.853470 0.800330 355.619 0.0573982 0.1693610
+## 1122 135.0330 4.89521 6.50643 0.853470 0.800330 355.619 0.0573982 0.1693610
+## 1123 138.6990 4.89088 6.55497 0.866938 0.763650 357.234 0.1042170 0.1295870
+## 1124 135.3100 4.93027 6.63814 0.860874 0.759165 360.090 0.1284050 0.1798690
+## 1125 128.7130 5.11037 6.20691 0.864058 0.800587 362.019 0.0514243 0.1615640
+## 1126 128.7130 5.11037 6.20691 0.864058 0.800587 362.019 0.0514243 0.1615640
+## 1127 130.4540 5.32857 6.12884 0.878538 0.767478 364.909 0.0323038 0.1444140
+## 1128 125.6030 5.02746 6.33960 0.876235 0.758359 364.012 0.0751944 0.1673660
+## 1129 132.7730 4.77657 6.33959 0.865444 0.777330 360.353 0.0976664 0.1161250
+## 1130 136.8880 5.09833 6.43296 0.862587 0.770145 358.977 0.0604228 0.1341280
+## 1131 136.8880 5.09833 6.43296 0.862587 0.770145 358.977 0.0604228 0.1341280
+## 1132 137.2690 5.16126 6.18312 0.863702 0.767302 358.953 0.0854833 0.1361790
+## 1133 138.6200 5.01092 6.09668 0.840783 0.818028 357.312 0.1194600 0.1051800
+## 1134 138.6200 5.01092 6.09668 0.840783 0.818028 357.312 0.1194600 0.1051800
+## 1135 130.0960 4.80579 6.28958 0.839786 0.798677 359.882 0.1014100 0.0983272
+## 1136 126.1550 4.72192 6.31967 0.872997 0.778296 358.483 0.1925730 0.1968360
+## 1137 130.0960 4.80579 6.28958 0.839786 0.798677 359.882 0.1014100 0.0983272
+## 1138 126.0020 4.83333 6.30942 0.838532 0.778678 361.062 0.0757137 0.1204290
+## 1139 126.0020 4.83333 6.30942 0.838532 0.778678 361.062 0.0757137 0.1204290
+## 1140 131.0080 4.85004 5.98131 0.856736 0.807497 357.889 0.0793119 0.1373260
+## 1141 133.2590 4.75327 6.15653 0.841479 0.817626 355.320 0.0744555 0.1403530
+## 1142 133.2590 4.75327 6.15653 0.841479 0.817626 355.320 0.0744555 0.1403530
+## 1143 134.8790 4.75907 6.22195 0.841624 0.816430 354.979 0.0513289 0.1506690
+## 1144 133.6480 4.88868 6.25635 0.848339 0.774712 359.950 0.1312770 0.0824651
+## 1145 133.6480 4.88868 6.25635 0.848339 0.774712 359.950 0.1312770 0.0824651
+## 1146 134.0070 5.03798 6.10913 0.858400 0.795737 359.219 0.0827588 0.1077420
+## 1147 123.1610 4.60455 6.56271 0.844864 0.744454 362.979 0.1428640 0.0959897
+## 1148 134.1110 5.01776 6.27452 0.869321 0.787495 360.473 0.0943945 0.1382730
+## 1149 134.4920 4.99724 6.22133 0.866315 0.807325 358.927 0.0569922 0.1671890
+## 1150 134.4920 4.99724 6.22133 0.866315 0.807325 358.927 0.0569922 0.1671890
+## 1151 127.1960 4.82374 6.45724 0.866567 0.772046 364.337 0.1187070 0.1310750
+## 1152 133.6840 4.68001 6.49339 0.847642 0.801823 360.420 0.1200070 0.1699400
+## 1153 131.5220 4.89262 6.53125 0.856723 0.755398 362.949 0.1202270 0.1574650
+## 1154 131.5220 4.89262 6.53125 0.856723 0.755398 362.949 0.1202270 0.1574650
+## 1155 131.5220 4.89262 6.53125 0.856723 0.755398 362.949 0.1202270 0.1574650
+## 1156 134.5140 4.99755 6.31099 0.860805 0.785411 360.177 0.0781886 0.1430710
+## 1157 131.6400 4.95711 6.22281 0.857760 0.790283 359.762 0.0768495 0.1426440
+## 1158 130.3950 4.86407 6.44690 0.851427 0.752769 360.274 0.1133350 0.1180140
+## 1159 128.3350 4.78481 6.49950 0.861041 0.767258 363.060 0.1184600 0.1530020
+## 1160 126.2680 4.88319 6.25639 0.859525 0.773768 364.655 0.0717797 0.1216100
+## 1161 123.0230 5.03055 6.09077 0.854713 0.794647 363.560 0.0311602 0.1108200
+## 1162 124.6910 4.84292 6.45196 0.858043 0.797685 364.657 0.0583654 0.1635290
+## 1163 124.6910 4.84292 6.45196 0.858043 0.797685 364.657 0.0583654 0.1635290
+## 1164 129.3240 4.89458 6.52999 0.847419 0.780893 363.512 0.1043230 0.1557080
+## 1165 127.6720 4.82808 6.18787 0.870145 0.791043 364.528 0.1078260 0.0913548
+## 1166 130.9220 5.08808 6.36956 0.844811 0.780122 363.433 0.0693456 0.1733940
+## 1167 137.1670 4.68831 6.49958 0.855156 0.774514 356.860 0.1777480 0.1737360
+## 1168 127.9040 4.95542 6.33003 0.859162 0.789030 364.314 0.0664266 0.1077310
+## 1169 130.1860 4.91271 6.29024 0.870589 0.800232 362.473 0.0731367 0.1149160
+## 1170 128.8530 4.80471 6.35016 0.862016 0.798104 360.703 0.0979216 0.1243900
+## 1171 129.2770 4.81082 6.20380 0.882411 0.795262 362.422 0.1353430 0.1544840
+## 1172 126.8240 4.74739 6.32638 0.879937 0.777743 363.824 0.1419480 0.1313820
+## 1173 132.5970 5.18264 6.02137 0.862955 0.782710 363.857 0.0722864 0.1261860
+## 1174 137.6670 4.86644 6.14461 0.882319 0.801141 360.229 0.1181420 0.1873960
+## 1175 128.7040 4.99637 6.10058 0.858590 0.795701 360.077 0.0463965 0.1777230
+## 1176 131.8480 4.82126 6.62185 0.876273 0.734641 364.543 0.1017430 0.1711380
+## 1177 132.6220 4.96246 6.19461 0.883220 0.788526 364.991 0.0976326 0.0911496
+## 1178 142.8540 5.10907 6.40067 0.845616 0.761673 358.959 0.0847969 0.1666850
+## 1179 143.1440 5.01313 6.44510 0.845323 0.756770 357.540 0.0865789 0.1444410
+## 1180 135.4040 4.95643 6.37366 0.849304 0.758902 362.655 0.0658743 0.1140040
+## 1181 135.9010 4.88495 6.52050 0.851645 0.766325 361.895 0.1050700 0.0961357
+## 1182 130.0010 4.86468 6.37467 0.860377 0.766702 361.931 0.0599531 0.0648290
+## 1183 145.1730 4.97038 6.60198 0.881676 0.820690 357.913 0.1667880 0.0874909
+## 1184 126.0040 4.95036 6.22902 0.867885 0.762146 364.410 0.0681344 0.1245840
+## 1185 128.0660 4.85469 6.48295 0.873464 0.728463 363.263 0.0806890 0.1434930
+## 1186 137.7780 4.90195 6.58095 0.845376 0.733913 356.222 0.0839726 0.1559430
+## 1187 142.6030 5.02582 6.12773 0.874235 0.789791 359.119 0.1659700 0.1532030
+## 1188 132.9200 4.96051 6.44713 0.854583 0.761011 363.386 0.0991317 0.1477900
+## 1189 134.7360 4.86905 6.58040 0.841149 0.768816 358.982 0.1040360 0.1513140
+## 1190 132.4690 4.75823 6.56753 0.864983 0.785811 364.197 0.1161410 0.1393600
+## 1191 141.8320 4.86160 6.30043 0.879540 0.840416 360.824 0.1195700 0.1081850
+## 1192 145.2710 4.97751 6.45495 0.852708 0.748347 361.051 0.0986351 0.1323530
+## 1193 136.7090 4.85126 6.15179 0.879598 0.838385 362.344 0.1211690 0.0708503
+## 1194 137.4940 4.96852 6.33789 0.849187 0.791453 361.979 0.1213080 0.1106100
+## 1195 133.8080 4.98311 6.38820 0.845847 0.785365 364.887 0.1198820 0.1167520
+## 1196 133.8080 4.98311 6.38820 0.845847 0.785365 364.887 0.1198820 0.1167520
+## 1197 129.0940 4.89976 6.82372 0.840838 0.743671 361.738 0.0958121 0.1338550
+## 1198 129.0940 4.89976 6.82372 0.840838 0.743671 361.738 0.0958121 0.1338550
+## 1199 129.0940 4.89976 6.82372 0.840838 0.743671 361.738 0.0958121 0.1338550
+## 1200 141.9510 4.91555 6.31796 0.869254 0.756286 361.986 0.1308640 0.1762910
+## 1201 146.1300 4.83352 6.26284 0.873783 0.762152 361.514 0.0771966 0.1603370
+## 1202 142.2700 4.88590 5.93305 0.881149 0.802544 359.532 0.1485140 0.0830385
+## 1203 142.8350 4.77502 6.06582 0.889900 0.774917 364.299 0.1229340 0.1298640
+## 1204 136.1280 4.76175 6.55002 0.845630 0.765135 360.420 0.1418590 0.1137250
+## 1205 130.0880 4.89182 6.47235 0.851189 0.762707 363.866 0.0969397 0.1166610
+## 1206 140.9760 4.97395 6.24996 0.853870 0.781516 360.573 0.0331119 0.1317920
+## 1207 134.0620 4.76427 6.48697 0.875880 0.744917 362.849 0.1310820 0.1370870
+## 1208 130.3350 4.89898 6.34865 0.884506 0.745070 364.614 0.1153610 0.1029520
+## 1209 138.9770 4.89164 6.17335 0.875426 0.784862 361.673 0.0597549 0.1306800
+## 1210 132.5040 4.92991 6.52250 0.860605 0.773326 361.847 0.1426540 0.0841601
+## 1211 144.0930 5.05166 6.31178 0.848975 0.779771 362.382 0.0353805 0.1327330
+## 1212 141.2060 5.09595 6.33988 0.846780 0.784238 359.437 0.1004330 0.1434990
+## 1213 126.5990 5.06067 6.57781 0.857265 0.753911 364.288 0.1511930 0.1249460
+## 1214 131.9230 5.12488 6.83830 0.834410 0.731253 360.050 0.1733580 0.1362610
+## 1215 131.5760 5.01480 6.92260 0.823322 0.727489 358.113 0.0815340 0.1625800
+## 1216 132.1060 4.74774 6.42007 0.833266 0.840220 360.094 0.1618140 0.2126550
+## 1217 131.9580 5.14506 6.44698 0.845988 0.768573 362.925 0.1297930 0.1257630
+## 1218 129.5790 5.17194 6.35247 0.834053 0.767595 362.362 0.0397305 0.0919409
+## 1219 124.7480 5.21005 6.38744 0.844710 0.778978 364.778 0.0361107 0.0982557
+## 1220 124.7480 5.21005 6.38744 0.844710 0.778978 364.778 0.0361107 0.0982557
+## 1221 138.1410 4.92915 6.55057 0.849447 0.771496 360.656 0.1218440 0.1508030
+## 1222 138.1410 4.92915 6.55057 0.849447 0.771496 360.656 0.1218440 0.1508030
+## 1223 135.0500 4.96303 6.76967 0.837327 0.757164 361.323 0.1225950 0.1306750
+## 1224 127.1350 4.89651 6.61301 0.841976 0.771178 363.531 0.0866468 0.1562010
+## 1225 125.8220 5.14656 6.35877 0.853837 0.752785 363.460 0.0620762 0.1365310
+## 1226 130.2920 5.05520 6.45238 0.866426 0.736622 363.903 0.0815306 0.1267290
+## 1227 121.6270 4.90847 6.45676 0.868951 0.775510 362.844 0.1044710 0.0994440
+## 1228 127.4100 4.98966 6.16586 0.873718 0.786067 360.655 0.1430480 0.0857011
+## 1229 126.2820 5.12476 6.03069 0.873433 0.777966 362.473 0.1032060 0.1158860
+## 1230 131.6090 5.24632 6.39084 0.834042 0.772717 358.914 0.1384910 0.1283560
+## 1231 130.8580 5.17727 6.52577 0.838564 0.754944 363.754 0.0838258 0.1134430
+## 1232 131.7740 5.13976 6.49093 0.839535 0.772326 362.473 0.0459719 0.0988995
+## 1233 132.0480 5.15807 6.36855 0.840467 0.791673 360.963 0.0694150 0.1020910
+## 1234 139.1810 4.94274 6.98750 0.818682 0.717133 355.673 0.1188400 0.1361770
+## 1235 126.7700 4.98671 6.37904 0.850643 0.750345 361.961 0.0763591 0.1578510
+## 1236 126.7700 4.98671 6.37904 0.850643 0.750345 361.961 0.0763591 0.1578510
+## 1237 123.5950 5.19956 6.47187 0.853343 0.750570 364.967 0.0476388 0.1043570
+## 1238 125.0040 5.32685 6.56058 0.843616 0.737305 362.323 0.0309462 0.1586120
+## 1239 128.1510 5.12089 5.99980 0.864809 0.798400 359.943 0.0664844 0.1593580
+## 1240 132.0310 5.22837 6.27604 0.847739 0.749082 359.260 0.0551064 0.1655280
+## 1241 125.8240 5.00581 6.89860 0.823979 0.724995 362.147 0.0670124 0.1003480
+## 1242 120.1890 5.14165 6.35322 0.849803 0.741920 361.130 0.0277540 0.1634260
+## 1243 126.9690 5.17176 6.16615 0.872004 0.748487 363.394 0.0513712 0.1622090
+## 1244 123.6590 4.96668 6.57604 0.862270 0.720883 363.329 0.0922664 0.1508120
+## 1245 138.7070 4.96778 6.58502 0.881175 0.725352 361.748 0.1335690 0.1701020
+## 1246 125.7950 4.63795 6.37345 0.863900 0.760462 362.834 0.0999008 0.1427810
+## 1247 119.6060 4.88596 6.72561 0.838969 0.727919 364.873 0.0705252 0.0972624
+## 1248 132.2730 4.91410 6.39407 0.883147 0.729589 364.444 0.1059140 0.1563930
+## 1249 125.2550 5.12363 6.80603 0.852090 0.749779 359.170 0.0994024 0.1736560
+## pA3 pA4 alpha_i d1 d2 d3 phi qp
+## 1 0.519140 0.651329 0.486876 0.881906 0.622153 0.437988 0.621604 0.0970337
+## 2 0.524206 0.652650 0.491369 0.889838 0.622347 0.439126 0.621562 0.0978779
+## 3 0.536599 0.668236 0.506051 0.898621 0.636298 0.428146 0.623294 0.0974571
+## 4 0.549191 0.658625 0.505228 0.898940 0.647654 0.435343 0.624765 0.0973755
+## 5 0.536824 0.654827 0.477133 0.882392 0.634674 0.445575 0.622049 0.0977340
+## 6 0.530050 0.643595 0.511131 0.877435 0.643654 0.439515 0.619026 0.0971776
+## 7 0.510167 0.633549 0.496399 0.873003 0.622700 0.445628 0.622041 0.0970562
+## 8 0.562809 0.650530 0.505461 0.888871 0.636287 0.435493 0.622223 0.0982910
+## 9 0.548142 0.666228 0.506933 0.877959 0.662825 0.420450 0.617393 0.0977359
+## 10 0.548142 0.666228 0.506933 0.877959 0.662825 0.420450 0.617393 0.0977359
+## 11 0.521471 0.673212 0.479031 0.879752 0.649899 0.419151 0.621072 0.0980052
+## 12 0.521471 0.673212 0.479031 0.879752 0.649899 0.419151 0.621072 0.0980052
+## 13 0.607600 0.478291 0.517769 0.935343 0.703934 0.389416 0.629461 0.0928113
+## 14 0.524250 0.649944 0.458395 0.893571 0.631831 0.432566 0.623966 0.0985431
+## 15 0.552719 0.657942 0.484924 0.880961 0.670033 0.425339 0.622874 0.0975580
+## 16 0.536805 0.668149 0.500744 0.921232 0.636784 0.412578 0.620473 0.0969071
+## 17 0.536805 0.668149 0.500744 0.921232 0.636784 0.412578 0.620473 0.0969071
+## 18 0.536805 0.668149 0.500744 0.921232 0.636784 0.412578 0.620473 0.0969071
+## 19 0.602503 0.652199 0.569863 0.876927 0.665709 0.422821 0.615105 0.0979709
+## 20 0.566330 0.657306 0.537442 0.888617 0.662125 0.408029 0.614132 0.0959431
+## 21 0.566330 0.657306 0.537442 0.888617 0.662125 0.408029 0.614132 0.0959431
+## 22 0.543811 0.580911 0.490522 0.907668 0.648431 0.404915 0.624387 0.0965784
+## 23 0.561283 0.640229 0.518512 0.910197 0.655877 0.402169 0.616589 0.0957620
+## 24 0.545316 0.686772 0.498516 0.925789 0.656557 0.393669 0.616668 0.0969648
+## 25 0.519740 0.562756 0.485367 0.904042 0.648492 0.404649 0.625795 0.0957726
+## 26 0.569119 0.602216 0.508041 0.918721 0.674704 0.388770 0.618637 0.0965330
+## 27 0.554137 0.694534 0.506719 0.905383 0.663844 0.398108 0.611494 0.0968799
+## 28 0.554137 0.694534 0.506719 0.905383 0.663844 0.398108 0.611494 0.0968799
+## 29 0.554137 0.694534 0.506719 0.905383 0.663844 0.398108 0.611494 0.0968799
+## 30 0.558506 0.700404 0.531639 0.888439 0.675583 0.404522 0.610137 0.0969222
+## 31 0.550358 0.630129 0.511517 0.913247 0.623583 0.423279 0.619774 0.0960144
+## 32 0.534751 0.699132 0.532831 0.889431 0.704576 0.387490 0.612926 0.0960354
+## 33 0.556382 0.652675 0.503559 0.918777 0.656056 0.392541 0.616916 0.0969382
+## 34 0.556382 0.652675 0.503559 0.918777 0.656056 0.392541 0.616916 0.0969382
+## 35 0.546408 0.645271 0.504473 0.918961 0.645716 0.401687 0.618545 0.0974797
+## 36 0.546408 0.645271 0.504473 0.918961 0.645716 0.401687 0.618545 0.0974797
+## 37 0.572185 0.618233 0.497151 0.924041 0.667059 0.385259 0.617815 0.0968319
+## 38 0.580344 0.593026 0.506326 0.901914 0.674111 0.396382 0.618778 0.0959441
+## 39 0.561369 0.595724 0.488514 0.909360 0.648124 0.408991 0.623733 0.0970670
+## 40 0.523116 0.622691 0.458686 0.912097 0.666657 0.383883 0.619709 0.0969004
+## 41 0.547056 0.655299 0.497450 0.910384 0.680710 0.381278 0.617169 0.0973070
+## 42 0.590079 0.596711 0.534816 0.879053 0.708204 0.388988 0.620124 0.0959874
+## 43 0.526436 0.631707 0.489264 0.900400 0.678965 0.391141 0.619666 0.0954796
+## 44 0.567904 0.629535 0.525241 0.904358 0.679902 0.388234 0.617842 0.0963377
+## 45 0.556151 0.638102 0.505500 0.897938 0.706236 0.375703 0.616070 0.0961735
+## 46 0.552494 0.674566 0.496224 0.887259 0.713778 0.381124 0.615237 0.0960671
+## 47 0.575075 0.694082 0.528233 0.902984 0.675999 0.399895 0.617629 0.0970730
+## 48 0.539372 0.641412 0.524222 0.906593 0.679339 0.393194 0.618611 0.0967383
+## 49 0.519097 0.649282 0.479112 0.923798 0.631263 0.405072 0.618046 0.0969529
+## 50 0.552032 0.644403 0.476334 0.914612 0.652243 0.398626 0.617631 0.0967213
+## 51 0.552690 0.710153 0.477734 0.910420 0.634479 0.415443 0.613327 0.0964328
+## 52 0.531214 0.722428 0.467947 0.893023 0.623224 0.432876 0.611840 0.0957328
+## 53 0.552617 0.656952 0.500357 0.917439 0.674308 0.385905 0.618739 0.0979622
+## 54 0.573803 0.681311 0.488954 0.899575 0.698546 0.385552 0.616275 0.0979151
+## 55 0.531761 0.696947 0.465000 0.904914 0.633468 0.424657 0.614959 0.0967754
+## 56 0.546255 0.628689 0.478183 0.889633 0.684121 0.397566 0.617544 0.0965536
+## 57 0.577971 0.673780 0.504856 0.910328 0.693309 0.384975 0.615519 0.0982055
+## 58 0.571209 0.686109 0.504786 0.902715 0.693929 0.386123 0.612085 0.0967553
+## 59 0.543119 0.723846 0.482480 0.899239 0.627625 0.431392 0.612002 0.0974669
+## 60 0.550493 0.683576 0.476316 0.892557 0.656228 0.414258 0.616301 0.0982524
+## 61 0.561700 0.681306 0.481965 0.920806 0.658544 0.394795 0.619938 0.0983414
+## 62 0.568020 0.665304 0.469615 0.933036 0.664874 0.383060 0.622735 0.0982562
+## 63 0.545979 0.618540 0.520867 0.873870 0.654543 0.418912 0.616093 0.0978648
+## 64 0.568020 0.665304 0.469615 0.933036 0.664874 0.383060 0.622735 0.0982562
+## 65 0.559428 0.683574 0.528724 0.891474 0.681575 0.404150 0.614029 0.0989016
+## 66 0.559428 0.683574 0.528724 0.891474 0.681575 0.404150 0.614029 0.0989016
+## 67 0.550107 0.657750 0.489108 0.896668 0.681467 0.391757 0.616570 0.0978052
+## 68 0.542992 0.644061 0.517984 0.877404 0.680690 0.403461 0.616271 0.0971658
+## 69 0.529826 0.687627 0.511575 0.891240 0.688389 0.393951 0.615639 0.0987071
+## 70 0.515285 0.680480 0.514792 0.886869 0.698717 0.393612 0.616627 0.0983842
+## 71 0.528292 0.684669 0.493871 0.898515 0.677584 0.392480 0.617342 0.0983034
+## 72 0.528292 0.684669 0.493871 0.898515 0.677584 0.392480 0.617342 0.0983034
+## 73 0.562830 0.666557 0.478903 0.908270 0.687791 0.380460 0.618286 0.0955268
+## 74 0.548804 0.659443 0.499626 0.891628 0.707941 0.382476 0.616999 0.0961952
+## 75 0.548804 0.659443 0.499626 0.891628 0.707941 0.382476 0.616999 0.0961952
+## 76 0.554784 0.636942 0.482879 0.867032 0.690645 0.405170 0.615547 0.0960461
+## 77 0.523157 0.631236 0.477594 0.874260 0.708873 0.387163 0.618467 0.0963684
+## 78 0.516096 0.620510 0.501873 0.889532 0.692553 0.385120 0.620832 0.0977319
+## 79 0.511033 0.630912 0.475713 0.885255 0.703970 0.383237 0.618914 0.0961714
+## 80 0.530709 0.676193 0.484512 0.893446 0.684773 0.399876 0.617568 0.0977402
+## 81 0.539647 0.605944 0.510110 0.886453 0.723987 0.375516 0.621925 0.0963821
+## 82 0.521678 0.677425 0.451925 0.925579 0.660450 0.399360 0.619388 0.0972909
+## 83 0.521678 0.677425 0.451925 0.925579 0.660450 0.399360 0.619388 0.0972909
+## 84 0.549372 0.697132 0.502758 0.932132 0.651393 0.396212 0.617769 0.0981832
+## 85 0.564904 0.703082 0.519719 0.895314 0.698100 0.384667 0.613261 0.0971437
+## 86 0.564179 0.703047 0.513223 0.892248 0.705282 0.382556 0.613650 0.0974539
+## 87 0.548797 0.695090 0.486071 0.910543 0.698765 0.376133 0.617701 0.0975192
+## 88 0.539496 0.696655 0.491514 0.922891 0.673061 0.388989 0.617867 0.0979993
+## 89 0.557209 0.701930 0.521029 0.923279 0.683398 0.392628 0.616931 0.0985315
+## 90 0.552260 0.722381 0.511135 0.911068 0.706780 0.386524 0.615181 0.0980558
+## 91 0.496013 0.663782 0.479545 0.906103 0.718427 0.373246 0.620514 0.0950706
+## 92 0.523405 0.642062 0.499049 0.896631 0.698119 0.386138 0.622163 0.0955038
+## 93 0.522565 0.646688 0.441486 0.895173 0.664381 0.404306 0.620003 0.0961715
+## 94 0.509925 0.627719 0.467681 0.868287 0.705279 0.389464 0.620877 0.0982683
+## 95 0.569141 0.637800 0.482621 0.891106 0.651766 0.415576 0.618158 0.0960355
+## 96 0.563248 0.691840 0.486261 0.901781 0.681543 0.389982 0.613293 0.0964595
+## 97 0.536256 0.654721 0.502681 0.901612 0.693909 0.382770 0.617176 0.0974612
+## 98 0.527186 0.682769 0.539463 0.863541 0.691598 0.395199 0.609948 0.0949361
+## 99 0.553784 0.646616 0.469606 0.910688 0.639702 0.414556 0.619562 0.0967296
+## 100 0.541635 0.692445 0.470050 0.925846 0.646041 0.407671 0.619504 0.0976503
+## 101 0.546105 0.679158 0.480125 0.919277 0.665341 0.401497 0.620757 0.0982916
+## 102 0.546270 0.705499 0.515138 0.907939 0.659870 0.403526 0.614232 0.0956613
+## 103 0.535780 0.671411 0.486461 0.883467 0.687520 0.389763 0.615562 0.0944292
+## 104 0.548578 0.677065 0.468232 0.909347 0.657298 0.404996 0.616300 0.0971010
+## 105 0.504572 0.722478 0.517312 0.955865 0.602361 0.415205 0.614867 0.0952519
+## 106 0.501667 0.692338 0.488485 0.914902 0.694079 0.376837 0.616853 0.0948780
+## 107 0.501667 0.692338 0.488485 0.914902 0.694079 0.376837 0.616853 0.0948780
+## 108 0.501667 0.692338 0.488485 0.914902 0.694079 0.376837 0.616853 0.0948780
+## 109 0.490300 0.691008 0.496870 0.913466 0.702131 0.376426 0.618955 0.0959304
+## 110 0.490300 0.691008 0.496870 0.913466 0.702131 0.376426 0.618955 0.0959304
+## 111 0.586004 0.684004 0.459644 0.915359 0.653213 0.411770 0.616151 0.0972415
+## 112 0.586004 0.684004 0.459644 0.915359 0.653213 0.411770 0.616151 0.0972415
+## 113 0.551999 0.654590 0.483224 0.919979 0.685584 0.384166 0.617243 0.0957811
+## 114 0.531342 0.622747 0.452532 0.912981 0.700035 0.379483 0.623567 0.0972800
+## 115 0.552499 0.625629 0.446469 0.921364 0.671114 0.394368 0.625989 0.0979731
+## 116 0.551999 0.654590 0.483224 0.919979 0.685584 0.384166 0.617243 0.0957811
+## 117 0.551999 0.654590 0.483224 0.919979 0.685584 0.384166 0.617243 0.0957811
+## 118 0.561503 0.615515 0.454372 0.925381 0.657479 0.398963 0.627287 0.0968737
+## 119 0.580626 0.666146 0.475132 0.940020 0.616342 0.424378 0.621806 0.0968514
+## 120 0.518315 0.690554 0.479961 0.926228 0.654754 0.394918 0.624526 0.0970071
+## 121 0.513778 0.722657 0.500670 0.902986 0.675327 0.396318 0.617272 0.0975142
+## 122 0.559209 0.706999 0.503735 0.907827 0.678566 0.397028 0.612602 0.0969812
+## 123 0.508897 0.749617 0.480870 0.888429 0.670363 0.400242 0.613842 0.0969931
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+## 125 0.527942 0.632081 0.587217 0.916083 0.636348 0.431492 0.613086 0.0921838
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+## 978 0.516162 0.738981 0.585167 0.883983 0.855879 0.320374 0.621328 0.0985677
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+## 981 0.516162 0.738981 0.585167 0.883983 0.855879 0.320374 0.621328 0.0985677
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+## 998 0.512542 0.757477 0.515849 0.870932 0.817909 0.345569 0.616186 0.0960193
+## 999 0.543847 0.743663 0.772526 0.890689 0.778789 0.330216 0.625137 0.0987968
+## 1000 0.572559 0.776274 0.635894 0.850946 0.812077 0.346255 0.619716 0.0951195
+## 1001 0.571766 0.803906 0.658428 0.852508 0.889041 0.331021 0.618036 0.0965712
+## 1002 0.569389 0.793411 0.636502 0.857152 0.870128 0.335468 0.612299 0.0950951
+## 1003 0.527394 0.776045 0.633786 0.882967 0.881109 0.319612 0.612330 0.0967577
+## 1004 0.527394 0.776045 0.633786 0.882967 0.881109 0.319612 0.612330 0.0967577
+## 1005 0.546428 0.724175 0.621872 0.894701 0.833771 0.321042 0.621464 0.0984023
+## 1006 0.565542 0.734844 0.614255 0.887718 0.843682 0.329545 0.616115 0.0967175
+## 1007 0.527501 0.696814 0.643982 0.916229 0.809214 0.317542 0.617194 0.0990933
+## 1008 0.531431 0.747586 0.712309 0.914588 0.819516 0.312956 0.619933 0.0998180
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+## 1015 0.498975 0.802352 0.666898 0.867518 0.849918 0.322161 0.616653 0.0966912
+## 1016 0.498975 0.802352 0.666898 0.867518 0.849918 0.322161 0.616653 0.0966912
+## 1017 0.552909 0.753723 0.623270 0.870590 0.878170 0.312437 0.614571 0.0965779
+## 1018 0.552909 0.753723 0.623270 0.870590 0.878170 0.312437 0.614571 0.0965779
+## 1019 0.552909 0.753723 0.623270 0.870590 0.878170 0.312437 0.614571 0.0965779
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+## 1024 0.537609 0.813393 0.686113 0.869619 0.859619 0.322105 0.611629 0.0951192
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+## 1041 0.526697 0.797604 0.684721 0.881464 0.849580 0.312457 0.613163 0.0937176
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+## 1063 0.534147 0.806719 0.635689 0.863255 0.823193 0.334898 0.619955 0.0915126
+## 1064 0.556024 0.793158 0.581509 0.863528 0.875362 0.317577 0.617236 0.0930813
+## 1065 0.539494 0.803856 0.615489 0.847195 0.866185 0.323019 0.615460 0.0910635
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+## 1067 0.534769 0.808819 0.677310 0.860251 0.837865 0.322775 0.619500 0.0925967
+## 1068 0.525404 0.800981 0.621775 0.876167 0.808583 0.327064 0.612883 0.0925661
+## 1069 0.558676 0.778548 0.550577 0.871385 0.848809 0.324554 0.615502 0.0948266
+## 1070 0.579456 0.762623 0.554813 0.873730 0.861079 0.320790 0.616861 0.0972168
+## 1071 0.560397 0.775110 0.629363 0.868930 0.836934 0.333964 0.615212 0.0966625
+## 1072 0.538009 0.773271 0.648424 0.887248 0.847055 0.319592 0.621941 0.0973699
+## 1073 0.549688 0.790367 0.635017 0.899697 0.846296 0.315564 0.620726 0.0985659
+## 1074 0.547396 0.795037 0.597870 0.878907 0.871426 0.317759 0.624487 0.0975601
+## 1075 0.556109 0.745649 0.601283 0.885335 0.851234 0.319235 0.620490 0.0995422
+## 1076 0.517901 0.713340 0.580283 0.875298 0.888174 0.306784 0.616462 0.0982313
+## 1077 0.517901 0.713340 0.580283 0.875298 0.888174 0.306784 0.616462 0.0982313
+## 1078 0.522145 0.721115 0.580885 0.864322 0.910338 0.315528 0.622267 0.0982126
+## 1079 0.523194 0.742443 0.575079 0.890374 0.816246 0.319313 0.617082 0.0930263
+## 1080 0.517199 0.796413 0.588836 0.872610 0.843301 0.339216 0.617577 0.0938063
+## 1081 0.504823 0.733369 0.616060 0.889082 0.834149 0.329406 0.622041 0.0964236
+## 1082 0.510307 0.753400 0.657611 0.864394 0.820495 0.342948 0.621618 0.0943891
+## 1083 0.514652 0.773330 0.647702 0.868428 0.825323 0.349203 0.623268 0.0948949
+## 1084 0.476363 0.701683 0.621865 0.874122 0.803150 0.361427 0.623121 0.0941197
+## 1085 0.548071 0.755686 0.595611 0.894060 0.836704 0.310550 0.619419 0.0981834
+## 1086 0.553720 0.732179 0.613623 0.869406 0.871324 0.320410 0.616626 0.0991473
+## 1087 0.558504 0.762225 0.677441 0.863889 0.858280 0.325219 0.621907 0.0997261
+## 1088 0.514102 0.745812 0.640007 0.885714 0.827638 0.333752 0.621433 0.0973475
+## 1089 0.566269 0.770341 0.601977 0.866928 0.871414 0.330149 0.617604 0.0974016
+## 1090 0.530941 0.727223 0.621178 0.878935 0.752018 0.350102 0.611601 0.0901232
+## 1091 0.563424 0.740635 0.661396 0.906821 0.825556 0.326580 0.617623 0.0995201
+## 1092 0.540376 0.811604 0.667101 0.873736 0.833252 0.317701 0.617254 0.0945791
+## 1093 0.519910 0.772136 0.658189 0.852111 0.881865 0.324320 0.622554 0.0992469
+## 1094 0.518882 0.782204 0.649932 0.840943 0.854404 0.352860 0.617141 0.0939840
+## 1095 0.527652 0.737592 0.684900 0.859434 0.850004 0.334977 0.617591 0.0971524
+## 1096 0.551222 0.714077 0.612259 0.891851 0.828391 0.333991 0.611653 0.0967424
+## 1097 0.549180 0.729031 0.623813 0.895050 0.821431 0.342060 0.620950 0.0977775
+## 1098 0.539610 0.764296 0.618579 0.892214 0.833370 0.312124 0.614558 0.0961613
+## 1099 0.518384 0.760484 0.684657 0.900792 0.795356 0.326579 0.615709 0.0971218
+## 1100 0.568355 0.789043 0.652517 0.877861 0.852821 0.323268 0.614036 0.0995209
+## 1101 0.516007 0.743509 0.653096 0.875254 0.858767 0.322699 0.621722 0.0998097
+## 1102 0.516007 0.743509 0.653096 0.875254 0.858767 0.322699 0.621722 0.0998097
+## 1103 0.498929 0.729396 0.619810 0.886684 0.852069 0.316713 0.619816 0.0978225
+## 1104 0.533794 0.734613 0.619069 0.911614 0.835654 0.304895 0.618307 0.0992147
+## 1105 0.519722 0.743603 0.603699 0.892755 0.828339 0.326766 0.618869 0.0975280
+## 1106 0.506434 0.740524 0.645395 0.876944 0.844012 0.333365 0.622797 0.0994599
+## 1107 0.506434 0.740524 0.645395 0.876944 0.844012 0.333365 0.622797 0.0994599
+## 1108 0.538003 0.739343 0.617551 0.854284 0.824682 0.356798 0.618790 0.0932973
+## 1109 0.548636 0.730088 0.620935 0.851964 0.849950 0.354775 0.624555 0.0973656
+## 1110 0.522889 0.789380 0.612701 0.876758 0.848642 0.332474 0.621230 0.0964579
+## 1111 0.504129 0.754993 0.605498 0.885585 0.841661 0.334004 0.622616 0.0962950
+## 1112 0.520135 0.742628 0.666799 0.883463 0.825039 0.349870 0.623022 0.0994097
+## 1113 0.502013 0.818292 0.695671 0.854711 0.818547 0.339026 0.615918 0.0953749
+## 1114 0.514228 0.741401 0.675015 0.868834 0.785765 0.345999 0.611868 0.0962757
+## 1115 0.514228 0.741401 0.675015 0.868834 0.785765 0.345999 0.611868 0.0962757
+## 1116 0.520453 0.704868 0.540239 0.857200 0.734626 0.405208 0.620843 0.0952964
+## 1117 0.509664 0.716580 0.539892 0.888679 0.733891 0.378466 0.620972 0.0966742
+## 1118 0.497120 0.716069 0.634010 0.840289 0.835287 0.346085 0.622565 0.0972014
+## 1119 0.497691 0.692504 0.585248 0.855235 0.759906 0.379829 0.616339 0.0929711
+## 1120 0.490029 0.684450 0.572549 0.875726 0.766031 0.365408 0.615371 0.0951502
+## 1121 0.490029 0.684450 0.572549 0.875726 0.766031 0.365408 0.615371 0.0951502
+## 1122 0.490029 0.684450 0.572549 0.875726 0.766031 0.365408 0.615371 0.0951502
+## 1123 0.484996 0.694996 0.611000 0.863282 0.805193 0.349092 0.618623 0.0950609
+## 1124 0.500787 0.753796 0.665516 0.869121 0.800569 0.347895 0.619393 0.0937921
+## 1125 0.524542 0.759626 0.628551 0.866584 0.814786 0.356428 0.617888 0.0962643
+## 1126 0.524542 0.759626 0.628551 0.866584 0.814786 0.356428 0.617888 0.0962643
+## 1127 0.529374 0.788286 0.674716 0.876277 0.842547 0.342352 0.617478 0.0973818
+## 1128 0.515011 0.774791 0.597082 0.860691 0.838438 0.353340 0.623885 0.0973930
+## 1129 0.525802 0.756347 0.616208 0.884836 0.838199 0.318399 0.616442 0.0975420
+## 1130 0.509804 0.719773 0.624656 0.879824 0.834197 0.335415 0.615839 0.0964468
+## 1131 0.509804 0.719773 0.624656 0.879824 0.834197 0.335415 0.615839 0.0964468
+## 1132 0.507161 0.707500 0.624314 0.864988 0.843552 0.341829 0.620388 0.0987574
+## 1133 0.531793 0.718466 0.636532 0.873049 0.845922 0.321013 0.614478 0.0986845
+## 1134 0.531793 0.718466 0.636532 0.873049 0.845922 0.321013 0.614478 0.0986845
+## 1135 0.535142 0.742253 0.626004 0.877952 0.860853 0.313720 0.616490 0.0972209
+## 1136 0.518910 0.796384 0.676874 0.853079 0.808130 0.336271 0.603826 0.0933481
+## 1137 0.535142 0.742253 0.626004 0.877952 0.860853 0.313720 0.616490 0.0972209
+## 1138 0.540799 0.757138 0.638703 0.900324 0.831808 0.318488 0.617485 0.0979256
+## 1139 0.540799 0.757138 0.638703 0.900324 0.831808 0.318488 0.617485 0.0979256
+## 1140 0.528578 0.725058 0.628333 0.896390 0.803113 0.330370 0.617014 0.0983193
+## 1141 0.507727 0.706283 0.616877 0.904885 0.784812 0.329921 0.618019 0.0974911
+## 1142 0.507727 0.706283 0.616877 0.904885 0.784812 0.329921 0.618019 0.0974911
+## 1143 0.499726 0.692293 0.587973 0.907662 0.784682 0.333185 0.620906 0.0980918
+## 1144 0.517847 0.772559 0.657800 0.870724 0.883745 0.303736 0.618108 0.0984821
+## 1145 0.517847 0.772559 0.657800 0.870724 0.883745 0.303736 0.618108 0.0984821
+## 1146 0.511950 0.744079 0.627423 0.863815 0.864175 0.328436 0.620798 0.0983027
+## 1147 0.539753 0.802423 0.643898 0.883910 0.897091 0.292319 0.619004 0.0973116
+## 1148 0.513230 0.732379 0.614151 0.856734 0.860524 0.333648 0.614446 0.0963930
+## 1149 0.490451 0.733740 0.615361 0.872473 0.797887 0.351645 0.617464 0.0959970
+## 1150 0.490451 0.733740 0.615361 0.872473 0.797887 0.351645 0.617464 0.0959970
+## 1151 0.522375 0.796319 0.654018 0.865362 0.857481 0.321161 0.615198 0.0950499
+## 1152 0.583703 0.808808 0.620585 0.871544 0.854987 0.323473 0.622179 0.0971257
+## 1153 0.574272 0.829290 0.665627 0.863260 0.878231 0.322133 0.621176 0.0968826
+## 1154 0.574272 0.829290 0.665627 0.863260 0.878231 0.322133 0.621176 0.0968826
+## 1155 0.574272 0.829290 0.665627 0.863260 0.878231 0.322133 0.621176 0.0968826
+## 1156 0.530982 0.776223 0.649751 0.875553 0.844339 0.329641 0.619400 0.0966470
+## 1157 0.505943 0.749600 0.657089 0.882869 0.816515 0.331575 0.615930 0.0960094
+## 1158 0.523918 0.766786 0.654776 0.874279 0.866024 0.314782 0.617372 0.0968046
+## 1159 0.546160 0.823854 0.658159 0.870220 0.864987 0.317460 0.618166 0.0960865
+## 1160 0.538168 0.854363 0.679883 0.854879 0.895095 0.316560 0.622477 0.0967875
+## 1161 0.479303 0.740438 0.654314 0.872928 0.820454 0.339113 0.614788 0.0957049
+## 1162 0.497018 0.773558 0.620239 0.880747 0.804745 0.347000 0.621524 0.0937305
+## 1163 0.497018 0.773558 0.620239 0.880747 0.804745 0.347000 0.621524 0.0937305
+## 1164 0.538895 0.777763 0.612979 0.871748 0.862293 0.328006 0.623808 0.0967215
+## 1165 0.539014 0.826310 0.660420 0.867762 0.882859 0.310939 0.619308 0.0963452
+## 1166 0.561036 0.789214 0.645322 0.867211 0.860536 0.337276 0.626065 0.0979492
+## 1167 0.563704 0.756669 0.610369 0.852761 0.874547 0.324817 0.624382 0.0966133
+## 1168 0.548784 0.813374 0.658767 0.877791 0.876008 0.319830 0.620536 0.0952813
+## 1169 0.522361 0.762655 0.617705 0.865618 0.862225 0.333288 0.620525 0.0943148
+## 1170 0.524101 0.747782 0.587609 0.870529 0.857018 0.330478 0.621170 0.0956855
+## 1171 0.538386 0.794431 0.627068 0.861509 0.844463 0.333570 0.617978 0.0954203
+## 1172 0.546912 0.837157 0.644740 0.872260 0.871485 0.312665 0.617638 0.0960375
+## 1173 0.540752 0.799229 0.677608 0.866473 0.851975 0.332292 0.620984 0.0996576
+## 1174 0.535096 0.816673 0.696692 0.825666 0.847048 0.349696 0.628700 0.0938641
+## 1175 0.498934 0.745783 0.648108 0.886623 0.775736 0.348092 0.616716 0.0974289
+## 1176 0.516932 0.818043 0.678102 0.865662 0.846207 0.333602 0.628022 0.0944541
+## 1177 0.536226 0.826978 0.676985 0.851814 0.885225 0.323659 0.620482 0.0952176
+## 1178 0.527836 0.735598 0.662200 0.872141 0.829375 0.338382 0.625747 0.0986765
+## 1179 0.512816 0.718149 0.668302 0.876948 0.840117 0.327271 0.623473 0.0973594
+## 1180 0.535618 0.818595 0.724264 0.876536 0.846998 0.326504 0.627967 0.0955655
+## 1181 0.541833 0.799607 0.663826 0.881235 0.865509 0.317753 0.623096 0.0958694
+## 1182 0.505127 0.792682 0.677325 0.884786 0.858008 0.316811 0.621208 0.0944422
+## 1183 0.525184 0.819914 0.626558 0.837586 0.832164 0.350644 0.616016 0.0928016
+## 1184 0.524219 0.801288 0.669706 0.891315 0.847544 0.319072 0.618823 0.0974851
+## 1185 0.525269 0.810562 0.681242 0.895990 0.837332 0.318001 0.619923 0.0966791
+## 1186 0.517766 0.728686 0.660225 0.906119 0.819215 0.318040 0.619697 0.0982237
+## 1187 0.557294 0.787661 0.698101 0.858156 0.847756 0.321211 0.611052 0.0973097
+## 1188 0.527856 0.784332 0.653594 0.872473 0.866791 0.316170 0.618469 0.0980802
+## 1189 0.513664 0.734121 0.600272 0.875479 0.848455 0.325065 0.619441 0.0983127
+## 1190 0.525529 0.789072 0.626631 0.857805 0.874097 0.322747 0.623090 0.0952440
+## 1191 0.492325 0.763216 0.621847 0.813352 0.872701 0.343343 0.623104 0.0936491
+## 1192 0.490655 0.723499 0.726984 0.875305 0.867584 0.306429 0.618301 0.0966909
+## 1193 0.512272 0.785890 0.648044 0.816952 0.905490 0.328039 0.621279 0.0930763
+## 1194 0.556223 0.791843 0.679211 0.838809 0.920642 0.313671 0.623099 0.0959537
+## 1195 0.582342 0.830616 0.683803 0.845995 0.929345 0.309460 0.624365 0.0968399
+## 1196 0.582342 0.830616 0.683803 0.845995 0.929345 0.309460 0.624365 0.0968399
+## 1197 0.535994 0.770791 0.591050 0.874165 0.868001 0.325256 0.619826 0.0985942
+## 1198 0.535994 0.770791 0.591050 0.874165 0.868001 0.325256 0.619826 0.0985942
+## 1199 0.535994 0.770791 0.591050 0.874165 0.868001 0.325256 0.619826 0.0985942
+## 1200 0.546009 0.772405 0.683836 0.888278 0.818141 0.320913 0.618893 0.0990002
+## 1201 0.470795 0.659935 0.691331 0.865255 0.854370 0.312659 0.621342 0.0967620
+## 1202 0.529739 0.777601 0.718376 0.874731 0.838622 0.314447 0.617666 0.0959947
+## 1203 0.504502 0.757420 0.734718 0.821642 0.922068 0.309827 0.628500 0.0944421
+## 1204 0.513263 0.741977 0.659272 0.880232 0.854076 0.310662 0.619397 0.0960287
+## 1205 0.517517 0.771230 0.651979 0.871462 0.870488 0.318084 0.619264 0.0965614
+## 1206 0.465254 0.720419 0.677960 0.902059 0.784259 0.329682 0.621878 0.0970915
+## 1207 0.479330 0.733659 0.669830 0.858132 0.905746 0.297623 0.615670 0.0956287
+## 1208 0.490311 0.753436 0.673668 0.852373 0.937483 0.294705 0.615537 0.0960701
+## 1209 0.497203 0.751263 0.664214 0.895289 0.803540 0.324761 0.619286 0.0970934
+## 1210 0.551565 0.818945 0.644430 0.855157 0.916138 0.311167 0.618893 0.0962235
+## 1211 0.493076 0.726805 0.645331 0.903731 0.807065 0.326349 0.625278 0.0996138
+## 1212 0.533998 0.760837 0.636312 0.893407 0.804303 0.335178 0.619885 0.0995141
+## 1213 0.517387 0.793832 0.620736 0.886314 0.868895 0.312929 0.609387 0.0976253
+## 1214 0.539384 0.780321 0.617122 0.898620 0.853547 0.315822 0.611624 0.0988260
+## 1215 0.447282 0.691893 0.598079 0.908317 0.802341 0.332322 0.618546 0.0969684
+## 1216 0.548379 0.791289 0.632308 0.888747 0.796477 0.332440 0.612076 0.0948054
+## 1217 0.530689 0.788374 0.639673 0.894744 0.891177 0.298112 0.610016 0.0993164
+## 1218 0.505240 0.783300 0.660486 0.891451 0.863581 0.319376 0.622632 0.0982948
+## 1219 0.510369 0.813842 0.630564 0.889607 0.839420 0.337690 0.621272 0.0975088
+## 1220 0.510369 0.813842 0.630564 0.889607 0.839420 0.337690 0.621272 0.0975088
+## 1221 0.537725 0.756392 0.616615 0.868911 0.848049 0.329870 0.621545 0.0977017
+## 1222 0.537725 0.756392 0.616615 0.868911 0.848049 0.329870 0.621545 0.0977017
+## 1223 0.531721 0.743417 0.595627 0.864327 0.887514 0.321510 0.620561 0.0975179
+## 1224 0.537088 0.792897 0.607379 0.905436 0.856738 0.312657 0.618826 0.0978088
+## 1225 0.535800 0.805699 0.643396 0.900685 0.884988 0.308063 0.615826 0.0992131
+## 1226 0.512938 0.780453 0.667085 0.860331 0.938140 0.300889 0.618173 0.0975955
+## 1227 0.486857 0.787832 0.627404 0.871044 0.846598 0.334231 0.618018 0.0932323
+## 1228 0.525294 0.823703 0.666777 0.864756 0.863168 0.323740 0.615513 0.0951942
+## 1229 0.483422 0.825152 0.724273 0.865708 0.884060 0.309981 0.611117 0.0952417
+## 1230 0.501778 0.791980 0.656857 0.877996 0.845244 0.325262 0.611282 0.0980409
+## 1231 0.527515 0.789116 0.637121 0.886565 0.906796 0.302514 0.615446 0.0998930
+## 1232 0.525574 0.782156 0.609771 0.901719 0.856757 0.320422 0.621511 0.0995434
+## 1233 0.530728 0.811352 0.645074 0.876291 0.858460 0.331089 0.621507 0.0975732
+## 1234 0.496572 0.663397 0.567114 0.888414 0.825225 0.331102 0.619713 0.0998924
+## 1235 0.451636 0.738476 0.651310 0.882998 0.856906 0.311764 0.612565 0.0970576
+## 1236 0.451636 0.738476 0.651310 0.882998 0.856906 0.311764 0.612565 0.0970576
+## 1237 0.493470 0.792726 0.637011 0.884527 0.874804 0.323830 0.618784 0.0970848
+## 1238 0.493511 0.797419 0.659112 0.888145 0.848143 0.337395 0.619537 0.0966134
+## 1239 0.485340 0.815746 0.737626 0.851456 0.836486 0.340966 0.618240 0.0932659
+## 1240 0.508940 0.791613 0.734436 0.868298 0.839764 0.337298 0.621482 0.0959145
+## 1241 0.516651 0.754408 0.581752 0.899729 0.883026 0.313301 0.622220 0.0993801
+## 1242 0.477217 0.796440 0.654952 0.902647 0.850898 0.318406 0.614677 0.0977993
+## 1243 0.518576 0.795497 0.661657 0.915768 0.851316 0.311609 0.616306 0.0994455
+## 1244 0.515741 0.756735 0.609148 0.896625 0.884308 0.308560 0.617482 0.0983746
+## 1245 0.529062 0.805983 0.710943 0.835665 0.923479 0.307208 0.617727 0.0957292
+## 1246 0.513352 0.748007 0.613204 0.906081 0.849793 0.305242 0.619654 0.0981503
+## 1247 0.517511 0.755334 0.578694 0.913814 0.869008 0.314389 0.624627 0.0983113
+## 1248 0.526663 0.793838 0.688024 0.859876 0.920105 0.301530 0.617150 0.0966520
+## 1249 0.466101 0.744715 0.577536 0.882877 0.829937 0.345302 0.618626 0.0952115
+## qc b1 psi c5ep1 c5ep2 ep5 ep6
+## 1 0.999361 1.99626 0.258520 -4.60172 -0.232846 3.05344e-05 0.000147042
+## 2 0.999948 1.99816 0.257884 -4.60084 -0.233374 3.03877e-05 0.000146054
+## 3 0.999341 1.99664 0.257160 -4.60839 -0.233893 3.07151e-05 0.000144364
+## 4 0.999274 1.99972 0.255122 -4.60718 -0.232938 2.86726e-05 0.000141545
+## 5 0.999644 1.99674 0.260177 -4.62455 -0.229634 3.05826e-05 0.000144383
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+## 988 0.999724 1.99485 0.245523 -4.59953 -0.236264 3.06248e-05 0.000149457
+## 989 0.999678 1.99883 0.231255 -4.56817 -0.239480 2.98578e-05 0.000138475
+## 990 0.999678 1.99883 0.231255 -4.56817 -0.239480 2.98578e-05 0.000138475
+## 991 0.999482 1.99743 0.256571 -4.63420 -0.230086 3.07593e-05 0.000148897
+## 992 0.999313 1.99841 0.238542 -4.61595 -0.233060 3.09456e-05 0.000138652
+## 993 0.999313 1.99841 0.238542 -4.61595 -0.233060 3.09456e-05 0.000138652
+## 994 0.998707 1.99595 0.232393 -4.60677 -0.236017 3.03895e-05 0.000145635
+## 995 0.998962 1.99742 0.232942 -4.61017 -0.235072 3.05637e-05 0.000138695
+## 996 0.999980 1.99789 0.234815 -4.61201 -0.234221 3.01454e-05 0.000142855
+## 997 0.999290 1.99917 0.246616 -4.61554 -0.232886 3.03732e-05 0.000147243
+## 998 0.999570 1.99915 0.236707 -4.61668 -0.231229 3.10476e-05 0.000151446
+## 999 0.999590 1.99919 0.248584 -4.61914 -0.233664 3.15521e-05 0.000141655
+## 1000 0.999649 1.99974 0.248187 -4.62762 -0.231096 3.09512e-05 0.000149225
+## 1001 0.999136 1.99626 0.231783 -4.55285 -0.240278 2.98311e-05 0.000143309
+## 1002 0.998663 1.99930 0.232122 -4.57482 -0.237166 3.05968e-05 0.000143653
+## 1003 0.997739 1.99864 0.228108 -4.55847 -0.238907 3.02499e-05 0.000142975
+## 1004 0.997739 1.99864 0.228108 -4.55847 -0.238907 3.02499e-05 0.000142975
+## 1005 0.998782 1.99752 0.248307 -4.59686 -0.234984 3.06181e-05 0.000150552
+## 1006 0.997125 1.99849 0.239527 -4.59744 -0.235258 3.07385e-05 0.000146954
+## 1007 0.998180 1.99870 0.241774 -4.62330 -0.232779 3.12692e-05 0.000145850
+## 1008 0.997631 1.99879 0.235490 -4.61342 -0.234226 3.11592e-05 0.000145237
+## 1009 0.997286 1.99976 0.251639 -4.65166 -0.228587 3.04145e-05 0.000163349
+## 1010 0.999049 1.99758 0.231800 -4.61781 -0.232770 2.97528e-05 0.000147171
+## 1011 0.998076 1.99962 0.241452 -4.64975 -0.229883 3.07264e-05 0.000157996
+## 1012 0.998550 1.99709 0.238505 -4.60614 -0.234171 2.99257e-05 0.000144559
+## 1013 0.999045 1.99888 0.242496 -4.60085 -0.234114 3.10840e-05 0.000142027
+## 1014 0.998343 1.99893 0.236110 -4.57679 -0.235234 3.06745e-05 0.000137581
+## 1015 0.999578 1.99903 0.225540 -4.59109 -0.234861 2.97417e-05 0.000138191
+## 1016 0.999578 1.99903 0.225540 -4.59109 -0.234861 2.97417e-05 0.000138191
+## 1017 0.999452 1.99658 0.229936 -4.59527 -0.235827 2.96652e-05 0.000140439
+## 1018 0.999452 1.99658 0.229936 -4.59527 -0.235827 2.96652e-05 0.000140439
+## 1019 0.999452 1.99658 0.229936 -4.59527 -0.235827 2.96652e-05 0.000140439
+## 1020 0.999452 1.99658 0.229936 -4.59527 -0.235827 2.96652e-05 0.000140439
+## 1021 0.999652 1.99869 0.221190 -4.58562 -0.236114 2.98153e-05 0.000134461
+## 1022 0.999863 1.99988 0.221761 -4.58403 -0.236694 3.00257e-05 0.000136700
+## 1023 0.998878 1.99887 0.231835 -4.59228 -0.236349 2.97861e-05 0.000144955
+## 1024 0.998010 1.99949 0.235255 -4.61391 -0.234185 3.04445e-05 0.000147390
+## 1025 0.998430 1.99878 0.250490 -4.62052 -0.234056 3.10007e-05 0.000151263
+## 1026 0.998925 1.99926 0.244257 -4.59278 -0.236724 3.08442e-05 0.000140907
+## 1027 0.999505 1.99962 0.243320 -4.61361 -0.234517 3.04037e-05 0.000140004
+## 1028 0.999693 1.99997 0.233382 -4.57620 -0.238599 3.03766e-05 0.000133401
+## 1029 0.998479 1.99883 0.234474 -4.58017 -0.238336 2.98874e-05 0.000138274
+## 1030 0.998650 1.99579 0.229053 -4.59113 -0.235118 2.94666e-05 0.000141650
+## 1031 0.999623 1.99496 0.233515 -4.60035 -0.236942 3.13993e-05 0.000146263
+## 1032 0.997917 1.99786 0.227238 -4.58855 -0.237469 3.06887e-05 0.000142073
+## 1033 0.998168 1.99988 0.233239 -4.61197 -0.235299 3.07090e-05 0.000148491
+## 1034 0.999553 1.99832 0.236255 -4.61166 -0.235788 3.02244e-05 0.000144774
+## 1035 0.999364 1.99973 0.236328 -4.61881 -0.232034 3.00246e-05 0.000144036
+## 1036 0.999027 1.99936 0.234760 -4.61231 -0.234213 2.98637e-05 0.000141707
+## 1037 0.998533 1.99836 0.228701 -4.58856 -0.236731 3.05124e-05 0.000140069
+## 1038 0.999173 1.99929 0.257274 -4.65498 -0.227002 3.09848e-05 0.000162256
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+## 1040 0.998757 1.99781 0.225179 -4.60485 -0.235417 3.00565e-05 0.000134870
+## 1041 0.999781 1.99911 0.236384 -4.61903 -0.233835 3.07157e-05 0.000147149
+## 1042 0.999663 1.99615 0.246989 -4.63056 -0.232396 3.11932e-05 0.000142440
+## 1043 0.999442 1.99974 0.234764 -4.60362 -0.233897 2.99373e-05 0.000136811
+## 1044 0.998727 1.99878 0.221229 -4.59865 -0.233397 3.09402e-05 0.000144841
+## 1045 0.999675 1.99967 0.237876 -4.61975 -0.232531 2.98294e-05 0.000151482
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+## 1047 0.997407 1.99625 0.238676 -4.63040 -0.231951 3.04691e-05 0.000154415
+## 1048 0.999903 1.99843 0.240830 -4.61738 -0.234233 3.04788e-05 0.000150099
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+## 1053 0.999582 1.99764 0.234500 -4.60099 -0.233183 2.97479e-05 0.000143079
+## 1054 0.999242 1.99756 0.234851 -4.61560 -0.235287 3.06526e-05 0.000146566
+## 1055 0.998794 1.99731 0.232745 -4.58298 -0.236323 2.95599e-05 0.000141064
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+## 1057 0.998567 1.99925 0.225106 -4.59631 -0.233435 2.95484e-05 0.000139459
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+## 1063 0.999203 1.99608 0.243824 -4.61317 -0.232624 3.03103e-05 0.000151924
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+## 1065 0.998215 1.99978 0.236407 -4.61645 -0.232658 2.90351e-05 0.000147669
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+## 1074 0.999352 1.99675 0.237996 -4.59654 -0.235949 3.06748e-05 0.000155967
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+## 1080 0.998747 1.99770 0.227515 -4.57663 -0.236254 3.01815e-05 0.000142692
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+## 1082 0.998447 1.99839 0.231329 -4.60998 -0.233083 3.03042e-05 0.000139743
+## 1083 0.998613 1.99760 0.232273 -4.59609 -0.234125 3.06055e-05 0.000143888
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+## 1085 0.999801 1.99994 0.249785 -4.62134 -0.232122 3.05090e-05 0.000156623
+## 1086 0.999642 1.99750 0.237694 -4.59919 -0.234730 3.03475e-05 0.000144824
+## 1087 0.999711 1.99633 0.239393 -4.59680 -0.234119 3.09686e-05 0.000145806
+## 1088 0.999311 1.99524 0.231768 -4.58284 -0.235195 3.06401e-05 0.000143636
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+## 1090 0.999957 1.99861 0.253142 -4.65229 -0.228843 3.09235e-05 0.000150256
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+## 1094 0.998836 1.99876 0.226665 -4.58142 -0.232752 3.06192e-05 0.000133973
+## 1095 0.998560 1.99917 0.235569 -4.59564 -0.233198 2.99609e-05 0.000137956
+## 1096 0.999584 1.99886 0.243540 -4.59987 -0.234246 3.06889e-05 0.000145424
+## 1097 0.999892 1.99802 0.242944 -4.58108 -0.238501 3.06066e-05 0.000147600
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+## 1107 0.999616 1.99645 0.231281 -4.58631 -0.237233 3.11684e-05 0.000139652
+## 1108 0.999476 1.99823 0.245682 -4.59414 -0.234483 2.99566e-05 0.000142602
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+## 1115 0.996484 1.99992 0.233215 -4.65664 -0.226993 3.11646e-05 0.000141583
+## 1116 0.993504 1.99297 0.245258 -4.58138 -0.238030 2.92514e-05 0.000141922
+## 1117 0.996788 1.99274 0.248655 -4.60721 -0.236743 2.98574e-05 0.000153408
+## 1118 0.996114 1.99970 0.244353 -4.60062 -0.233651 3.03081e-05 0.000143721
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+## 1122 0.997402 1.99967 0.234593 -4.62027 -0.233636 3.09191e-05 0.000143392
+## 1123 0.997752 1.99762 0.235456 -4.61515 -0.231350 3.17038e-05 0.000141902
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+## 1127 0.998839 1.99795 0.227895 -4.58858 -0.234628 3.09551e-05 0.000138113
+## 1128 0.998995 1.99796 0.237452 -4.58867 -0.235204 3.09185e-05 0.000145624
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+## 1175 0.999826 1.99990 0.240908 -4.62634 -0.232875 3.18067e-05 0.000149772
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+## 1244 0.332015 0.498064
+## 1245 0.411309 0.417387
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+## 1247 0.274475 0.530761
+## 1248 0.379428 0.455486
+## 1249 0.321995 0.566982
+
+RSVempty@uk_data$populationAgeGroup # Posterior distributions fitted to UK-specific data
## [1] 56605.42 56605.42 56605.42 56605.42 56605.42 56605.42
+## [7] 56605.42 56605.42 56605.42 56605.42 56605.42 56605.42
+## [13] 679265.00 679265.00 679265.00 679265.00 3396325.00 3396325.00
+## [19] 6792650.00 6792650.00 6792650.00 6792650.00 6792650.00 6792650.00
+## [25] 4799725.00
+econ_raw_ss <- read.csv(file = system.file(package = "rsvie", "extdata", "econ", "econ_pars_ss.csv"))
+risks_vhr_raw <- read.csv(file = system.file(package = "rsvie", "extdata", "econ", "outcome_risks_vhr.csv"))
+
+outcomes_incidence <- read.csv(file = system.file(package = "rsvie", "extdata", "econ", "outcomes_incidence.csv"))
+model_cases_sample_mean_get <- load(file = system.file(package = "rsvie", "extdata", "model_cases_sample_mean.RData"))
+model_cases_sample_mean <- get(model_cases_sample_mean_get)
+
+# This function then converts the incidence of the outcome to the risk per infection
+risks_raw <- covert_raw_to_risk(RSVempty, outcomes_incidence, model_cases_sample_mean)
+
+RSVempty_ss <- add_economics(RSVempty, econ_name = "E_W2023", econ_raw_ss, risks_raw, risks_vhr_raw)
## Loading required package: EnvStats
##
## Attaching package: 'EnvStats'
@@ -123,6 +8833,8 @@
+immune_profile <- readRDS(file = system.file(package = "rsvie", "extdata", "efficacies", "immune_profiles_unbound.RDS"))
+# To evaluate a seasonal monoclonal given at birth, we load an Excel spreadsheet such as:
+cal_none <- read.csv(file = system.file(package = "rsvie", "extdata", "calendars", "cal_none.csv"))
+cal_vhr_s <- read.csv(file = system.file(package = "rsvie", "extdata", "calendars", "cal_vhr_s.csv"))
+cal_mabs_s <- read.csv(file = system.file(package = "rsvie", "extdata", "calendars", "cal_mabs_s.csv"))
+
+RSV_mab_vhr <- add_programme(RSVempty_ss, prog_name = "pal", cal_none, cal_vhr_s, immune_profile$mabs_vhr)
+RSV_mab_s <- add_programme(RSVempty_ss, prog_name = "mab_s", cal_mabs_s, cal_vhr_s, immune_profile$mabs)
To simulate a programme, we call rsvie::run
on the class
defined above. This will simulate the programme and return a class with
the results.
+# base vase
+RSV_mab_vhr <- rsvie::run(RSV_mab_vhr)
## Running: Iterating through model simulations
+## Sample no: 1 Running: Calculating the outcomes
+
+# seasonal
+RSV_mab_s <- rsvie::run(RSV_mab_s)
## Running: Iterating through model simulations
+## Sample no: 1 Running: Calculating the outcomes
+# Look at full posterior outcomes
+
+# summari outcomes annually
+RSV_mab_vhr_sum <- summarise_outcomes(RSV_mab_vhr)
+RSV_mab_s_sum <- summarise_outcomes(RSV_mab_s)
+
+get_averted_df(RSV_mab_vhr_sum, RSV_mab_s_sum)
## # A tibble: 150 × 7
+## # Groups: s, outcome [6]
+## s outcome age_group cases_total case_total_base total_case_averted
+## <int> <fct> <fct> <dbl> <dbl> <dbl>
+## 1 1 A+E visits <1 month 1516. 6032. 4516.
+## 2 1 A+E visits 1 month 2864. 6136. 3272.
+## 3 1 A+E visits 2 month 3915. 6164. 2249.
+## 4 1 A+E visits 3 month 4883. 6231. 1348.
+## 5 1 A+E visits 4 month 5595. 6273. 678.
+## 6 1 A+E visits 5 month 6049. 6301. 252.
+## 7 1 A+E visits 6 month 6036. 6036. 0.384
+## 8 1 A+E visits 7 month 6196. 6050. -145.
+## 9 1 A+E visits 8 month 6311. 6060. -251.
+## 10 1 A+E visits 9 month 6410. 6067. -342.
+## # ℹ 140 more rows
+## # ℹ 1 more variable: prop_cases_averted <dbl>
+# Load the package (or library(rsvie))
+devtools::load_all()
## ℹ Loading rsvie
## Creating a new generic function for 'run' in package 'rsvie'
+
+# This defines an RSVProgramme class
+RSVempty <- make_rsv_programme(1)
+
+# To see what is in these slots
+RSVempty %>% str
## Formal class 'RSVProgramme' [package "rsvie"] with 25 slots
+## ..@ econ_name : chr(0)
+## ..@ prog_name : chr(0)
+## ..@ model :Reference class 'Rcpp_RunInterventions' [package ".GlobalEnv"] with 20 fields
+## .. ..$ cnt_matrix_c : num [1:25, 1:25] 0.000683 0.000683 0.000683 0.000683 0.000683 ...
+## .. ..$ cnt_matrix_c_h: num [1:25, 1:25] 0.000683 0.000683 0.000683 0.000683 0.000683 ...
+## .. ..$ cnt_matrix_p : num [1:25, 1:25] 0 0 0 0 0 0 0 0 0 0 ...
+## .. ..$ cnt_matrix_p_h: num [1:25, 1:25] 0 0 0 0 0 0 0 0 0 0 ...
+## .. ..$ nwn_c : num [1:25, 1:25] 0.000683 0.000683 0.000683 0.000683 0.000683 ...
+## .. ..$ nwn_p : num [1:25, 1:25] 0 0 0 0 0 0 0 0 0 0 ...
+## .. ..$ nwp_c : num [1:25, 1:25] 0 0 0 0 0 0 0 0 0 0 ...
+## .. ..$ nwp_p : num [1:25, 1:25] 0 0 0 0 0 0 0 0 0 0 ...
+## .. ..$ pHR : num [1:25] 0 0 0 0 0 0 0 0 0 0 ...
+## .. ..$ pLR : num [1:25] 0.961 0.99 0.99 0.998 0.998 ...
+## .. ..$ pVHR : num [1:25] 0.03855 0.00992 0.00992 0.00207 0.00207 ...
+## .. ..$ p_mat : num [1:25] 0 0 0 0 0 0 0 0 0 0 ...
+## .. ..$ pwn_c : num [1:25, 1:25] 0 0 0 0 0 0 0 0 0 0 ...
+## .. ..$ pwn_p : num [1:25, 1:25] 0 0 0 0 0 0 0 0 0 0 ...
+## .. ..$ pwp_c : num [1:25, 1:25] 0 0 0 0 0 0 0 0 0 0 ...
+## .. ..$ pwp_p : num [1:25, 1:25] 0 0 0 0 0 0 0 0 0 0 ...
+## .. ..$ run_burn : num 730
+## .. ..$ run_full : num 3650
+## .. ..$ run_start : num 0
+## .. ..$ u_p : num [1:3] 0.175 0.601 0.223
+## .. ..and 18 methods, of which 4 are possibly relevant:
+## .. .. finalize, initialize, Sample, StatesValues
+## ..@ uk_data :List of 28
+## .. ..$ ageGroupBoundary : num [1:25] 0 0.0833 0.1667 0.25 0.3333 ...
+## .. ..$ ageGroupNumber : int 25
+## .. ..$ numberDailyLiveBirths: num 1861
+## .. ..$ population : num 55744600
+## .. ..$ contactMatrixPhy : num [1:25, 1:25] 0.000683 0.000683 0.000683 0.000683 0.000683 ...
+## .. ..$ contactMatrixCon : num [1:25, 1:25] 0 0 0 0 0 0 0 0 0 0 ...
+## .. ..$ observationalData :'data.frame': 364 obs. of 26 variables:
+## .. .. ..$ X : int [1:364] 1 2 3 4 5 6 7 8 9 10 ...
+## .. .. ..$ X1 : num [1:364] 1.761 0.945 3.924 3.346 3.742 ...
+## .. .. ..$ X2 : num [1:364] 3.357 4.727 0.355 0.855 4.409 ...
+## .. .. ..$ X3 : num [1:364] 3.67 3.49 2.05 3.56 4.67 ...
+## .. .. ..$ X4 : num [1:364] 2.86 2.9 1.49 2.46 1.1 ...
+## .. .. ..$ X5 : num [1:364] 4.366 0.805 1.663 4.389 1.836 ...
+## .. .. ..$ X6 : num [1:364] 4.148 1.27 0.543 3.424 4.724 ...
+## .. .. ..$ X7 : num [1:364] 0.151 2.705 4.833 3.268 4.416 ...
+## .. .. ..$ X8 : num [1:364] 1.192 4.355 0.358 4.548 1.498 ...
+## .. .. ..$ X9 : num [1:364] 1.7 0.361 2.516 2.387 4.546 ...
+## .. .. ..$ X10: num [1:364] 0.843 2.4 2.165 4.845 3.693 ...
+## .. .. ..$ X11: num [1:364] 1.996 0.223 4.335 4.939 2.841 ...
+## .. .. ..$ X12: num [1:364] 3.742 0.884 1.334 4.946 1.599 ...
+## .. .. ..$ X13: num [1:364] 4.99 5.19 5.72 3.71 1.12 ...
+## .. .. ..$ X14: num [1:364] 5.36 2.47 2.12 1.38 4.73 ...
+## .. .. ..$ X15: num [1:364] 1.1 4.75 3.07 2.13 1.76 ...
+## .. .. ..$ X16: num [1:364] 1.836 3.633 0.842 0.174 3.357 ...
+## .. .. ..$ X17: num [1:364] 4.724 3.946 1.951 0.264 3.665 ...
+## .. .. ..$ X18: num [1:364] 4.416 0.253 1.724 2.002 2.86 ...
+## .. .. ..$ X19: num [1:364] 1.5 4.32 1.37 3.37 4.37 ...
+## .. .. ..$ X20: num [1:364] 4.546 1.869 0.811 0.213 4.148 ...
+## .. .. ..$ X21: num [1:364] 3.026 3.368 3.31 4.883 0.151 ...
+## .. .. ..$ X22: num [1:364] 2.841 1.55 3.078 0.833 0.577 ...
+## .. .. ..$ X23: num [1:364] 1.6 3.43 2.15 3.81 1.7 ...
+## .. .. ..$ X24: num [1:364] 0.463 3.595 3.261 2.438 0.843 ...
+## .. .. ..$ X25: num [1:364] 4.728 0.406 3.633 1.825 1.996 ...
+## .. ..$ populationAgeGroup : num [1:25] 56605 56605 56605 56605 56605 ...
+## .. ..$ prop_mat : num [1:25] 0 0 0 0 0 0 0 0 0 0 ...
+## .. ..$ pVHR : num [1:25] 0.03855 0.00992 0.00992 0.00207 0.00207 ...
+## .. ..$ pHR : num [1:25] 0 0 0 0 0 0 0 0 0 0 ...
+## .. ..$ pLR : num [1:25] 0.961 0.99 0.99 0.998 0.998 ...
+## .. ..$ nmat : num [1:25] 0 0 0 0 0 0 0 0 0 0 ...
+## .. ..$ nVHR : num [1:25] 2182 561 561 117 117 ...
+## .. ..$ nHR : num [1:25] 0 0 0 0 0 0 0 0 0 0 ...
+## .. ..$ nLR : num [1:25] 54424 56044 56044 56488 56488 ...
+## .. ..$ cnt_matrix_p : num [1:25, 1:25] 0 0 0 0 0 0 0 0 0 0 ...
+## .. ..$ cnt_matrix_p_h : num [1:25, 1:25] 0 0 0 0 0 0 0 0 0 0 ...
+## .. ..$ pwp_p : num [1:25, 1:25] 0 0 0 0 0 0 0 0 0 0 ...
+## .. ..$ pwn_p : num [1:25, 1:25] 0 0 0 0 0 0 0 0 0 0 ...
+## .. ..$ nwp_p : num [1:25, 1:25] 0 0 0 0 0 0 0 0 0 0 ...
+## .. ..$ nwn_p : num [1:25, 1:25] 0 0 0 0 0 0 0 0 0 0 ...
+## .. ..$ cnt_matrix_c : num [1:25, 1:25] 0.000683 0.000683 0.000683 0.000683 0.000683 ...
+## .. ..$ cnt_matrix_c_h : num [1:25, 1:25] 0.000683 0.000683 0.000683 0.000683 0.000683 ...
+## .. ..$ pwp_c : num [1:25, 1:25] 0 0 0 0 0 0 0 0 0 0 ...
+## .. ..$ pwn_c : num [1:25, 1:25] 0 0 0 0 0 0 0 0 0 0 ...
+## .. ..$ nwp_c : num [1:25, 1:25] 0 0 0 0 0 0 0 0 0 0 ...
+## .. ..$ nwn_c : num [1:25, 1:25] 0.000683 0.000683 0.000683 0.000683 0.000683 ...
+## ..@ model_par :List of 2
+## .. ..$ burnin_yrs: num 2
+## .. ..$ run_yrs : num 10
+## ..@ econ_par :List of 2
+## .. ..$ time_horizon : num 10
+## .. ..$ discount_rate: num 0.035
+## ..@ model_calendar : list()
+## ..@ dose_calendar : list()
+## ..@ immune_profile : list()
+## ..@ econ_df :'data.frame': 0 obs. of 0 variables
+## Formal class 'data.frame' [package "methods"] with 4 slots
+## .. .. ..@ .Data : list()
+## .. .. ..@ names : chr(0)
+## .. .. ..@ row.names: int(0)
+## .. .. ..@ .S3Class : chr "data.frame"
+## ..@ risks_df :'data.frame': 0 obs. of 0 variables
+## Formal class 'data.frame' [package "methods"] with 4 slots
+## .. .. ..@ .Data : list()
+## .. .. ..@ names : chr(0)
+## .. .. ..@ row.names: int(0)
+## .. .. ..@ .S3Class : chr "data.frame"
+## ..@ risks_vhr_df :'data.frame': 0 obs. of 0 variables
+## Formal class 'data.frame' [package "methods"] with 4 slots
+## .. .. ..@ .Data : list()
+## .. .. ..@ names : chr(0)
+## .. .. ..@ row.names: int(0)
+## .. .. ..@ .S3Class : chr "data.frame"
+## ..@ outcomes_vec : logi(0)
+## ..@ post :'data.frame': 1249 obs. of 25 variables:
+## .. ..$ xi : num [1:1249] 124 123 123 121 117 ...
+## .. ..$ si : num [1:1249] 4.2 4.28 4.29 4.41 4.34 ...
+## .. ..$ g0 : num [1:1249] 5.62 5.48 5.38 5.34 5.47 ...
+## .. ..$ g1 : num [1:1249] 0.896 0.895 0.906 0.911 0.893 ...
+## .. ..$ g2 : num [1:1249] 0.91 0.916 0.925 0.904 0.921 ...
+## .. ..$ om : num [1:1249] 353 354 352 351 356 ...
+## .. ..$ pA1 : num [1:1249] 0.1745 0.1307 0.1138 0.0881 0.0624 ...
+## .. ..$ pA2 : num [1:1249] 0.183 0.169 0.175 0.145 0.167 ...
+## .. ..$ pA3 : num [1:1249] 0.519 0.524 0.537 0.549 0.537 ...
+## .. ..$ pA4 : num [1:1249] 0.651 0.653 0.668 0.659 0.655 ...
+## .. ..$ alpha_i: num [1:1249] 0.487 0.491 0.506 0.505 0.477 ...
+## .. ..$ d1 : num [1:1249] 0.882 0.89 0.899 0.899 0.882 ...
+## .. ..$ d2 : num [1:1249] 0.622 0.622 0.636 0.648 0.635 ...
+## .. ..$ d3 : num [1:1249] 0.438 0.439 0.428 0.435 0.446 ...
+## .. ..$ phi : num [1:1249] 0.622 0.622 0.623 0.625 0.622 ...
+## .. ..$ qp : num [1:1249] 0.097 0.0979 0.0975 0.0974 0.0977 ...
+## .. ..$ qc : num [1:1249] 0.999 1 0.999 0.999 1 ...
+## .. ..$ b1 : num [1:1249] 2 2 2 2 2 ...
+## .. ..$ psi : num [1:1249] 0.259 0.258 0.257 0.255 0.26 ...
+## .. ..$ c5ep1 : num [1:1249] -4.6 -4.6 -4.61 -4.61 -4.62 ...
+## .. ..$ c5ep2 : num [1:1249] -0.233 -0.233 -0.234 -0.233 -0.23 ...
+## .. ..$ ep5 : num [1:1249] 3.05e-05 3.04e-05 3.07e-05 2.87e-05 3.06e-05 ...
+## .. ..$ ep6 : num [1:1249] 0.000147 0.000146 0.000144 0.000142 0.000144 ...
+## .. ..$ l1 : num [1:1249] 0.316 0.332 0.331 0.318 0.318 ...
+## .. ..$ l2 : num [1:1249] 0.376 0.374 0.375 0.376 0.425 ...
+## ..@ seeds : num [1:999] 1083 169 144 183 483 ...
+## ..@ S : num 1
+## ..@ raw_inci : list()
+## ..@ wane_func_string : chr(0)
+## ..@ wane_func_string_vhr: chr(0)
+## ..@ outcomes : list()
+## ..@ samples_outcomes : list()
+## ..@ samples_outcomes_VHR: list()
+## ..@ efficacies : logi(0)
+## ..@ cov_mat : num(0)
+## ..@ full_output : logi FALSE
Let’s have a more detailed look at what’s in these slots. I wouldn’t recommend changing them, but future package iterations should allow for more flexibility.
+
+RSVempty@prog_name # Name of the programme considered (currently empty)
## character(0)
+
+RSVempty@econ_name # Name of the economics considered (currently empty)
## character(0)
+
+RSVempty@uk_data # UK-specific parameters which are used to define the model (RSVempty@model is copied from this)
## $ageGroupBoundary
+## [1] 0.00000000 0.08333333 0.16666667 0.25000000 0.33333333 0.41666667
+## [7] 0.50000000 0.58333333 0.66666667 0.75000000 0.83333333 0.91666667
+## [13] 1.00000000 2.00000000 3.00000000 4.00000000 5.00000000 10.00000000
+## [19] 15.00000000 25.00000000 35.00000000 45.00000000 55.00000000 65.00000000
+## [25] 75.00000000
+##
+## $ageGroupNumber
+## [1] 25
+##
+## $numberDailyLiveBirths
+## [1] 1861
+##
+## $population
+## [1] 55744600
+##
+## $contactMatrixPhy
+## [,1] [,2] [,3] [,4] [,5]
+## [1,] 0.0006830601 0.0006830601 0.0006830601 0.0006830601 0.0006830601
+## [2,] 0.0006830601 0.0006830601 0.0006830601 0.0006830601 0.0006830601
+## [3,] 0.0006830601 0.0006830601 0.0006830601 0.0006830601 0.0006830601
+## [4,] 0.0006830601 0.0006830601 0.0006830601 0.0006830601 0.0006830601
+## [5,] 0.0006830601 0.0006830601 0.0006830601 0.0006830601 0.0006830601
+## [6,] 0.0006830601 0.0006830601 0.0006830601 0.0006830601 0.0006830601
+## [7,] 0.0006830601 0.0006830601 0.0006830601 0.0006830601 0.0006830601
+## [8,] 0.0006830601 0.0006830601 0.0006830601 0.0006830601 0.0006830601
+## [9,] 0.0006830601 0.0006830601 0.0006830601 0.0006830601 0.0006830601
+## [10,] 0.0006830601 0.0006830601 0.0006830601 0.0006830601 0.0006830601
+## [11,] 0.0006830601 0.0006830601 0.0006830601 0.0006830601 0.0006830601
+## [12,] 0.0006830601 0.0006830601 0.0006830601 0.0006830601 0.0006830601
+## [13,] 0.0451898188 0.0451898188 0.0451898188 0.0451898188 0.0451898188
+## [14,] 0.0328947368 0.0328947368 0.0328947368 0.0328947368 0.0328947368
+## [15,] 0.0328947368 0.0328947368 0.0328947368 0.0328947368 0.0328947368
+## [16,] 0.0328947368 0.0328947368 0.0328947368 0.0328947368 0.0328947368
+## [17,] 0.0255102041 0.0255102041 0.0255102041 0.0255102041 0.0255102041
+## [18,] 0.0265957447 0.0265957447 0.0265957447 0.0265957447 0.0265957447
+## [19,] 0.0641025641 0.0641025641 0.0641025641 0.0641025641 0.0641025641
+## [20,] 0.2777818076 0.2777818076 0.2777818076 0.2777818076 0.2777818076
+## [21,] 0.1628285194 0.1628285194 0.1628285194 0.1628285194 0.1628285194
+## [22,] 0.1785714286 0.1785714286 0.1785714286 0.1785714286 0.1785714286
+## [23,] 0.0040983607 0.0040983607 0.0040983607 0.0040983607 0.0040983607
+## [24,] 0.0061475410 0.0061475410 0.0061475410 0.0061475410 0.0061475410
+## [25,] 0.0061475410 0.0061475410 0.0061475410 0.0061475410 0.0061475410
+## [,6] [,7] [,8] [,9] [,10]
+## [1,] 0.0006830601 0.0006830601 0.0006830601 0.0006830601 0.0006830601
+## [2,] 0.0006830601 0.0006830601 0.0006830601 0.0006830601 0.0006830601
+## [3,] 0.0006830601 0.0006830601 0.0006830601 0.0006830601 0.0006830601
+## [4,] 0.0006830601 0.0006830601 0.0006830601 0.0006830601 0.0006830601
+## [5,] 0.0006830601 0.0006830601 0.0006830601 0.0006830601 0.0006830601
+## [6,] 0.0006830601 0.0006830601 0.0006830601 0.0006830601 0.0006830601
+## [7,] 0.0006830601 0.0006830601 0.0006830601 0.0006830601 0.0006830601
+## [8,] 0.0006830601 0.0006830601 0.0006830601 0.0006830601 0.0006830601
+## [9,] 0.0006830601 0.0006830601 0.0006830601 0.0006830601 0.0006830601
+## [10,] 0.0006830601 0.0006830601 0.0006830601 0.0006830601 0.0006830601
+## [11,] 0.0006830601 0.0006830601 0.0006830601 0.0006830601 0.0006830601
+## [12,] 0.0006830601 0.0006830601 0.0006830601 0.0006830601 0.0006830601
+## [13,] 0.0451898188 0.0451898188 0.0451898188 0.0451898188 0.0451898188
+## [14,] 0.0328947368 0.0328947368 0.0328947368 0.0328947368 0.0328947368
+## [15,] 0.0328947368 0.0328947368 0.0328947368 0.0328947368 0.0328947368
+## [16,] 0.0328947368 0.0328947368 0.0328947368 0.0328947368 0.0328947368
+## [17,] 0.0255102041 0.0255102041 0.0255102041 0.0255102041 0.0255102041
+## [18,] 0.0265957447 0.0265957447 0.0265957447 0.0265957447 0.0265957447
+## [19,] 0.0641025641 0.0641025641 0.0641025641 0.0641025641 0.0641025641
+## [20,] 0.2777818076 0.2777818076 0.2777818076 0.2777818076 0.2777818076
+## [21,] 0.1628285194 0.1628285194 0.1628285194 0.1628285194 0.1628285194
+## [22,] 0.1785714286 0.1785714286 0.1785714286 0.1785714286 0.1785714286
+## [23,] 0.0040983607 0.0040983607 0.0040983607 0.0040983607 0.0040983607
+## [24,] 0.0061475410 0.0061475410 0.0061475410 0.0061475410 0.0061475410
+## [25,] 0.0061475410 0.0061475410 0.0061475410 0.0061475410 0.0061475410
+## [,11] [,12] [,13] [,14] [,15] [,16]
+## [1,] 0.0006830601 0.0006830601 0.003765818 0.002741228 0.002741228 0.002741228
+## [2,] 0.0006830601 0.0006830601 0.003765818 0.002741228 0.002741228 0.002741228
+## [3,] 0.0006830601 0.0006830601 0.003765818 0.002741228 0.002741228 0.002741228
+## [4,] 0.0006830601 0.0006830601 0.003765818 0.002741228 0.002741228 0.002741228
+## [5,] 0.0006830601 0.0006830601 0.003765818 0.002741228 0.002741228 0.002741228
+## [6,] 0.0006830601 0.0006830601 0.003765818 0.002741228 0.002741228 0.002741228
+## [7,] 0.0006830601 0.0006830601 0.003765818 0.002741228 0.002741228 0.002741228
+## [8,] 0.0006830601 0.0006830601 0.003765818 0.002741228 0.002741228 0.002741228
+## [9,] 0.0006830601 0.0006830601 0.003765818 0.002741228 0.002741228 0.002741228
+## [10,] 0.0006830601 0.0006830601 0.003765818 0.002741228 0.002741228 0.002741228
+## [11,] 0.0006830601 0.0006830601 0.003765818 0.002741228 0.002741228 0.002741228
+## [12,] 0.0006830601 0.0006830601 0.003765818 0.002741228 0.002741228 0.002741228
+## [13,] 0.0451898188 0.0451898188 0.243421053 0.243421053 0.243421053 0.243421053
+## [14,] 0.0328947368 0.0328947368 0.243421053 0.243421053 0.243421053 0.243421053
+## [15,] 0.0328947368 0.0328947368 0.243421053 0.243421053 0.243421053 0.243421053
+## [16,] 0.0328947368 0.0328947368 0.243421053 0.243421053 0.243421053 0.243421053
+## [17,] 0.0255102041 0.0255102041 0.544777121 0.544777121 0.544777121 0.544777121
+## [18,] 0.0265957447 0.0265957447 0.211366181 0.211366181 0.211366181 0.211366181
+## [19,] 0.0641025641 0.0641025641 0.351045884 0.351045884 0.351045884 0.351045884
+## [20,] 0.2777818076 0.2777818076 0.856951560 0.856951560 0.856951560 0.856951560
+## [21,] 0.1628285194 0.1628285194 0.669172932 0.669172932 0.669172932 0.669172932
+## [22,] 0.1785714286 0.1785714286 0.363956767 0.363956767 0.363956767 0.363956767
+## [23,] 0.0040983607 0.0040983607 0.107456140 0.107456140 0.107456140 0.107456140
+## [24,] 0.0061475410 0.0061475410 0.109311741 0.109311741 0.109311741 0.109311741
+## [25,] 0.0061475410 0.0061475410 0.123567464 0.123567464 0.123567464 0.123567464
+## [,17] [,18] [,19] [,20] [,21] [,22]
+## [1,] 0.0004251701 0.0004432624 0.000534188 0.002314848 0.001356904 0.001488095
+## [2,] 0.0004251701 0.0004432624 0.000534188 0.002314848 0.001356904 0.001488095
+## [3,] 0.0004251701 0.0004432624 0.000534188 0.002314848 0.001356904 0.001488095
+## [4,] 0.0004251701 0.0004432624 0.000534188 0.002314848 0.001356904 0.001488095
+## [5,] 0.0004251701 0.0004432624 0.000534188 0.002314848 0.001356904 0.001488095
+## [6,] 0.0004251701 0.0004432624 0.000534188 0.002314848 0.001356904 0.001488095
+## [7,] 0.0004251701 0.0004432624 0.000534188 0.002314848 0.001356904 0.001488095
+## [8,] 0.0004251701 0.0004432624 0.000534188 0.002314848 0.001356904 0.001488095
+## [9,] 0.0004251701 0.0004432624 0.000534188 0.002314848 0.001356904 0.001488095
+## [10,] 0.0004251701 0.0004432624 0.000534188 0.002314848 0.001356904 0.001488095
+## [11,] 0.0004251701 0.0004432624 0.000534188 0.002314848 0.001356904 0.001488095
+## [12,] 0.0004251701 0.0004432624 0.000534188 0.002314848 0.001356904 0.001488095
+## [13,] 0.1089554243 0.0422732363 0.035104588 0.085695156 0.066917293 0.036395677
+## [14,] 0.1089554243 0.0422732363 0.035104588 0.085695156 0.066917293 0.036395677
+## [15,] 0.1089554243 0.0422732363 0.035104588 0.085695156 0.066917293 0.036395677
+## [16,] 0.1089554243 0.0422732363 0.035104588 0.085695156 0.066917293 0.036395677
+## [17,] 3.2142857143 0.4674337820 0.185635793 0.441981217 0.547902494 0.105867347
+## [18,] 0.4674337820 2.5851063830 0.276868522 0.164728865 0.494596420 0.148556231
+## [19,] 0.3712715856 0.5537370431 1.794871795 0.244781030 0.411782662 0.441620879
+## [20,] 0.8839624345 0.3294577292 0.244781030 0.637168142 0.212108442 0.213614096
+## [21,] 1.0958049887 0.9891928403 0.411782662 0.212108442 0.626984127 0.203869048
+## [22,] 0.2117346939 0.2971124620 0.441620879 0.213614096 0.203869048 0.446428571
+## [23,] 0.1313999284 0.1161814110 0.083164642 0.158593386 0.124477861 0.181156015
+## [24,] 0.0755494505 0.1479132570 0.094551282 0.033270933 0.149420024 0.086023352
+## [25,] 0.0841028842 0.1678712687 0.107381432 0.037547649 0.165101319 0.093151213
+## [,23] [,24] [,25]
+## [1,] 3.415301e-05 5.122951e-05 4.461492e-05
+## [2,] 3.415301e-05 5.122951e-05 4.461492e-05
+## [3,] 3.415301e-05 5.122951e-05 4.461492e-05
+## [4,] 3.415301e-05 5.122951e-05 4.461492e-05
+## [5,] 3.415301e-05 5.122951e-05 4.461492e-05
+## [6,] 3.415301e-05 5.122951e-05 4.461492e-05
+## [7,] 3.415301e-05 5.122951e-05 4.461492e-05
+## [8,] 3.415301e-05 5.122951e-05 4.461492e-05
+## [9,] 3.415301e-05 5.122951e-05 4.461492e-05
+## [10,] 3.415301e-05 5.122951e-05 4.461492e-05
+## [11,] 3.415301e-05 5.122951e-05 4.461492e-05
+## [12,] 3.415301e-05 5.122951e-05 4.461492e-05
+## [13,] 1.074561e-02 1.093117e-02 1.076128e-02
+## [14,] 1.074561e-02 1.093117e-02 1.076128e-02
+## [15,] 1.074561e-02 1.093117e-02 1.076128e-02
+## [16,] 1.074561e-02 1.093117e-02 1.076128e-02
+## [17,] 6.569996e-02 3.777473e-02 3.662190e-02
+## [18,] 5.809071e-02 7.395663e-02 7.309814e-02
+## [19,] 8.316464e-02 9.455128e-02 9.351669e-02
+## [20,] 1.585934e-01 3.327093e-02 3.269962e-02
+## [21,] 1.244779e-01 1.494200e-01 1.437840e-01
+## [22,] 1.811560e-01 8.602335e-02 8.112383e-02
+## [23,] 3.508772e-01 9.058704e-02 8.633978e-02
+## [24,] 9.058704e-02 2.788462e-01 2.608443e-01
+## [25,] 9.914048e-02 2.995170e-01 2.788462e-01
+##
+## $contactMatrixCon
+## [,1] [,2] [,3] [,4] [,5] [,6]
+## [1,] 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
+## [2,] 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
+## [3,] 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
+## [4,] 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
+## [5,] 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
+## [6,] 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
+## [7,] 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
+## [8,] 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
+## [9,] 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
+## [10,] 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
+## [11,] 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
+## [12,] 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
+## [13,] 0.18442623 0.18442623 0.18442623 0.18442623 0.18442623 0.18442623
+## [14,] 0.01946721 0.01946721 0.01946721 0.01946721 0.01946721 0.01946721
+## [15,] 0.01946721 0.01946721 0.01946721 0.01946721 0.01946721 0.01946721
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+## [24,] 6.730769e-02 0.0629624177
+## [25,] 7.229720e-02 0.0673076923
+##
+## $observationalData
+## X X1 X2 X3 X4 X5 X6
+## 1 1 1.7612528 3.3566939 3.6651635 2.8602514 4.3658187 4.1478477
+## 2 2 0.9447857 4.7267590 3.4878712 2.8999128 0.8054212 1.2700635
+## 3 3 3.9239304 0.3553644 2.0536001 1.4943081 1.6633517 0.5426298
+## 4 4 3.3459019 0.8549568 3.5565815 2.4590972 4.3891830 3.4244218
+## 5 5 3.7422509 4.4086949 4.6651583 1.1045767 1.8361515 4.7237885
+## 6 6 0.8835201 3.8694380 2.4687938 3.9086993 3.6331775 3.9463104
+## 7 7 2.1540761 4.4017563 2.1240727 3.0692505 0.8417079 1.9512272
+## 8 8 4.9456528 2.4649731 2.1686231 2.1251171 0.1743519 0.2644305
+## 9 9 1.5986620 0.4627545 5.5144772 2.4436852 4.1300272 3.6651635
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+## 30 30 13.3239368 25.8866188 14.1729425 11.5065500 18.9453481 11.9334600
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+## 51 51 0.3580753 2.6031172 1.4983778 4.3352477 1.3344039 4.4017563
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+## 53 53 1.4978375 4.5463742 3.0261151 2.8406952 1.5986620 0.4627545
+## 54 54 4.3178017 2.9196394 3.3680776 1.5499234 3.4305707 3.5946344
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+## 78 78 40.7462125 49.5829093 25.3427346 23.6733596 18.8452644 12.7975882
+## 79 79 31.9495056 52.6448712 42.4703556 24.2056779 14.4064256 18.1803616
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+## 81 81 15.4321301 26.9955069 24.9460941 15.3156956 12.9163877 8.8723639
+## 82 82 9.0071754 16.2528523 15.6601779 8.5456148 9.6174903 8.1251135
+## 83 83 10.0764584 16.7309147 14.3839882 8.2119646 4.6564521 7.4794860
+## 84 84 13.9051332 18.6864554 12.8533994 8.3787047 13.0841059 10.4570130
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+## 89 89 8.9271821 2.5480467 6.7699391 5.9967033 5.9112834 3.3764398
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+## 91 91 5.1076835 6.6221079 4.1463792 4.2997372 4.1017245 2.1543809
+## 92 92 4.2579731 4.4192440 2.4370262 6.8629690 2.8799577 1.7355746
+## 93 93 5.1158905 6.4662371 4.1478477 1.1416252 2.6240795 1.7000558
+## 94 94 2.8999128 3.9560488 3.4936285 2.7053481 4.3545127 0.3611580
+## 95 95 1.4943081 4.8139793 2.7661947 5.8229202 1.3816047 2.7504994
+## 96 96 2.4590972 6.4896014 4.5362042 5.2479764 6.5953878 3.2761254
+## 97 97 1.1045767 3.9365699 4.7237885 5.4061000 1.4978375 5.4352630
+## 98 98 3.9086993 4.6833867 3.9463104 0.2534443 4.3178017 1.8694302
+## 99 99 4.1970700 1.8919171 3.0630097 1.7242248 1.3710619 0.8110318
+## 100 100 3.2529366 1.2245611 0.2644305 2.0023340 4.3925642 0.2134613
+## 101 101 1.7612528 3.3566939 3.6651635 2.8602514 5.3893481 4.1478477
+## 102 102 0.1251135 4.7267590 3.4878712 2.8999128 0.8054212 1.2700635
+## 103 103 3.9239304 1.4055736 2.0536001 1.4943081 1.6633517 0.5426298
+## 104 104 3.3459019 0.8549568 4.6683640 2.4590972 4.3891830 4.3133107
+## 105 105 3.7422509 5.6553070 4.6651583 1.8844995 2.7519410 4.7237885
+## 106 106 0.8835201 4.8634974 2.4687938 3.9086993 3.6331775 3.9463104
+## 107 107 2.3479174 4.4017563 2.1240727 3.8491732 0.8417079 1.9512272
+## 108 108 4.9456528 2.7175259 2.3988729 2.1251171 0.1743519 0.2644305
+## 109 109 1.5986620 1.4568139 5.7447270 1.7612528 3.3566939 3.6651635
+## 110 110 4.4440842 5.5827532 1.4223001 0.1251135 4.7267590 3.4878712
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+## 113 113 1.7000558 0.8432870 1.9956607 4.5221737 4.5829777 4.6651583
+## 114 114 0.3611580 5.3825261 0.2230767 1.6634429 3.8694380 3.3632038
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+## 364 364 0.1743519 0.2644305 3.0023340 4.3690348 0.2134613 4.8825768
+## X7 X8 X9 X10 X11 X12
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+## 2 2.7053481 4.3545127 0.3611580 2.4003478 0.2230767 0.8835201
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+## 239 2.7789934 5.9621359 1.6965369 4.1774000 1.4983778 5.4877901
+## 240 5.6607854 3.2675842 5.8867905 7.0188154 8.0529651 6.0912876
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+## 249 6.9015219 2.2339885 1.8361515 4.7237885 5.4853484 1.4978375
+## 250 2.4687938 5.0381111 3.6331775 3.9463104 0.2534443 4.3178017
+## 251 3.2422545 3.0692505 0.8417079 3.1091219 1.7242248 1.3710619
+## 252 1.3822983 2.1251171 0.1743519 0.2644305 2.0023340 3.3690348
+## 253 5.8463342 1.7612528 3.3566939 3.6651635 3.9296958 4.3658187
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+## 269 1.4978375 4.5463742 3.0261151 2.8406952 1.5986620 0.4627545
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+## 274 0.8054212 2.8568404 3.8207327 4.3545127 0.3611580 3.3858551
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+## 276 5.4315558 3.4244218 4.3829688 4.5483290 3.2333903 4.8446318
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+## 281 17.9499142 13.1858247 8.4371744 8.0841285 8.3786169 6.0644726
+## 282 18.2776065 10.6283670 11.8229897 8.2420409 8.8854481 7.6328843
+## 283 13.9062119 9.9874844 7.0712312 6.6210982 8.1580144 10.7457676
+## 284 16.4905500 14.6640195 15.8437126 16.7835492 11.8859602 9.1806277
+## 285 16.1756628 14.9792079 8.9122690 12.9910811 18.2622500 14.2709764
+## 286 12.2084211 10.4026781 9.4856224 16.0275437 9.8693873 5.1809805
+## 287 14.8254851 6.8844033 7.5307889 5.7994544 6.1819964 2.7097321
+## 288 7.9777038 10.1095711 6.5866556 6.3715350 7.8798151 3.9733485
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+## 293 1.8856599 1.9956607 4.8576356 7.3854981 4.6651583 4.0610984
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+## 322 1.8835201 4.8694380 4.4687938 3.9086993 3.6331775 3.9463104
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+## 364 0.8328989 1.7355746 2.4375282 1.8252824 3.3459019 0.8549568
+## X13 X14 X15 X16 X17 X18
+## 1 4.9891697 5.3643453 1.1045767 1.8361515 4.7237885 4.4159039
+## 2 5.1914194 2.4687938 4.7476824 3.6331775 3.9463104 0.2534443
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+## 9 0.8432870 1.9956607 3.7422509 3.6671882 4.6651583 1.1045767
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+## 17 2.7953920 3.3737687 4.2170049 0.8432870 2.9855597 3.7422509
+## 18 11.2982274 5.0536996 1.2001411 4.8548933 0.2230767 0.8835201
+## 19 15.4085755 6.6507583 6.0565258 1.4983778 4.3352477 2.2144039
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+## 21 20.9406717 8.4897074 7.9023064 3.8442969 3.8305942 1.5986620
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+## 23 21.5539462 5.5661838 1.6500149 7.4004502 8.0276900 6.5543809
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+## 26 41.2373741 15.4883480 7.9819279 14.1598936 15.2434015 6.5211580
+## 27 46.4416766 15.6470915 4.7375450 6.4690878 12.2368632 5.3816105
+## 28 36.1696235 14.8769878 5.9413709 5.7221297 15.4372179 4.1472365
+## 29 26.2222237 14.4215174 12.2746359 5.2340857 6.4473325 6.3063742
+## 30 19.1114857 18.3161043 13.1751239 3.5261715 9.2672966 8.0294302
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+## 52 0.2134613 4.8825768 0.8328989 1.7355746 2.4375282 1.8252824
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+## 54 1.2700635 2.7053481 4.3545127 0.3611580 2.4003478 0.2230767
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+## 59 2.9776695 1.7242248 1.3710619 0.8110318 3.3095412 3.0781951
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+## 300 2.9328157 4.8796585 2.4590972 4.3891830 3.4244218 3.2675842
+## 301 4.7061177 4.6651583 2.1924888 1.8361515 4.7237885 4.4159039
+## 302 4.9083675 2.4687938 3.9086993 3.6331775 3.9463104 0.2534443
+## 303 4.4017563 2.1240727 3.0692505 0.8417079 3.1178939 1.7242248
+## 304 1.7234665 2.7053752 2.1251171 0.1743519 0.2644305 2.0023340
+## 305 0.4627545 6.0512293 1.7612528 4.3385121 3.6651635 4.0824736
+## 306 3.5946344 0.4057256 0.1251135 4.7267590 3.4878712 2.8999128
+## 307 3.2609842 6.2790765 3.9239304 0.3553644 3.2202668 1.4943081
+## 308 2.4375282 1.8252824 4.4338140 0.8549568 3.5565815 2.4590972
+## 309 0.8432870 1.9956607 4.8301630 3.6671882 4.6651583 1.1045767
+## 310 3.4392773 1.5461536 1.9714322 4.8512562 2.4687938 3.9086993
+## 311 2.5373073 4.3352477 2.4223160 4.4017563 2.1240727 3.0692505
+## 312 4.8446318 4.9387453 4.9456528 1.7234665 1.3822983 2.1251171
+## 313 5.0261151 2.8406952 1.5986620 0.4627545 4.7281524 1.7612528
+## 314 3.3680776 1.5499234 3.4305707 3.5946344 0.4057256 0.1251135
+## 315 3.3095412 3.0781951 3.1543809 3.2609842 3.6329227 3.9239304
+## 316 6.8825768 1.8328989 1.7355746 2.4375282 1.8252824 3.3459019
+## 317 3.1514291 1.5770207 2.7000558 0.8432870 1.9956607 3.7422509
+## 318 3.7053481 5.3545127 0.3611580 3.4003478 0.2230767 1.8835201
+## 319 5.8327241 0.3580753 1.8616105 1.4983778 4.3352477 1.3344039
+## 320 6.2675842 6.5483290 2.3872365 4.8446318 5.9387453 4.9456528
+## 321 7.4159039 1.4978375 4.5463742 3.0261151 2.8406952 1.5986620
+## 322 1.2534443 5.3178017 1.8694302 3.3680776 1.5499234 3.4305707
+## 323 4.7242248 4.3710619 1.8110318 4.3095412 3.0781951 2.1543809
+## 324 2.0023340 3.3690348 1.2134613 4.8825768 0.8328989 1.7355746
+## 325 5.8602514 4.3658187 4.1478477 0.1514291 2.5770207 1.7000558
+## 326 8.8999128 1.8054212 2.2700635 2.7053481 6.3545127 0.3611580
+## 327 3.4943081 3.6633517 0.5426298 5.8327241 1.3580753 2.8616105
+## 328 10.4590972 12.3891830 7.4244218 4.2675842 4.5483290 3.3872365
+## 329 13.1045767 15.8361515 6.7237885 6.4159039 4.4978375 6.5463742
+## 330 23.9086993 12.6331775 11.9463104 3.2534443 7.3178017 3.8694302
+## 331 33.0692505 11.8417079 4.9512272 4.7242248 5.3710619 2.8110318
+## 332 34.1251171 10.1743519 9.2644305 3.0023340 9.3690348 0.2134613
+## 333 53.7612528 21.3566939 14.6651635 8.8602514 15.3658187 7.1478477
+## 334 53.1251135 25.7267590 20.4878712 9.8999128 10.8054212 4.2700635
+## 335 57.9239304 17.3553644 11.0536001 10.4943081 12.6633517 6.5426298
+## 336 39.3459019 8.8549568 12.5565815 3.4590972 14.3891830 5.4244218
+## 337 33.7422509 11.6671882 10.6651583 9.1045767 9.8361515 7.7237885
+## 338 18.8835201 12.8694380 7.4687938 6.9086993 9.6331775 9.9463104
+## 339 13.3344039 10.4017563 4.1240727 4.0692505 5.8417079 5.9512272
+## 340 10.9456528 4.7234665 4.3822983 3.1251171 2.1743519 0.2644305
+## 341 2.5986620 4.4627545 5.7281524 2.7612528 5.3566939 4.6651635
+## 342 8.4305707 7.5946344 1.4057256 1.1251135 7.7267590 4.4878712
+## 343 5.1543809 5.2609842 4.6329227 3.9239304 1.3553644 3.0536001
+## 344 2.7355746 2.4375282 1.8252824 3.3459019 1.8549568 3.5565815
+## 345 4.7000558 1.8432870 2.9956607 3.7422509 4.6671882 4.6651583
+## 346 3.3611580 3.4003478 0.2230767 1.8835201 3.8694380 4.4687938
+## 347 2.8616105 2.4983778 4.3352477 1.3344039 4.4017563 4.1240727
+## 348 3.3872365 4.8446318 4.9387453 4.9456528 2.7234665 1.3822983
+## 349 6.5463742 3.0261151 2.8406952 1.5986620 2.4627545 4.7281524
+## 350 4.8694302 3.3680776 1.5499234 4.4305707 4.5946344 0.4057256
+## 351 2.8110318 4.3095412 3.0781951 2.1543809 3.2609842 4.6329227
+## 352 1.2134613 4.8825768 0.8328989 1.7355746 2.4375282 1.8252824
+## 353 6.1478477 1.1514291 1.5770207 1.7000558 0.8432870 1.9956607
+## 354 2.2700635 2.7053481 4.3545127 1.3611580 3.4003478 0.2230767
+## 355 0.5426298 5.8327241 0.3580753 1.8616105 1.4983778 4.3352477
+## 356 3.4244218 4.2675842 4.5483290 2.3872365 4.8446318 4.9387453
+## 357 6.7237885 4.4159039 1.4978375 4.5463742 3.0261151 2.8406952
+## 358 3.9463104 0.2534443 4.3178017 1.8694302 3.3680776 1.5499234
+## 359 1.9512272 1.7242248 2.3710619 0.8110318 3.3095412 3.0781951
+## 360 0.2644305 2.0023340 3.3690348 0.2134613 4.8825768 0.8328989
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+## 362 3.4878712 2.8999128 0.8054212 1.2700635 2.7053481 4.3545127
+## 363 2.0536001 1.4943081 1.6633517 0.5426298 4.8327241 0.3580753
+## 364 5.5565815 3.4590972 4.3891830 3.4244218 3.2675842 4.5483290
+## X19 X20 X21 X22 X23 X24
+## 1 1.4978375 4.5463742 3.0261151 2.8406952 1.5986620 0.4627545
+## 2 4.3178017 1.8694302 3.3680776 1.5499234 3.4305707 3.5946344
+## 3 1.3710619 0.8110318 3.3095412 3.0781951 2.1543809 3.2609842
+## 4 3.3690348 0.2134613 4.8825768 0.8328989 3.8079430 2.4375282
+## 5 4.3658187 4.1478477 0.1514291 0.5770207 1.7000558 0.8432870
+## 6 1.7488174 1.2700635 2.7053481 4.3545127 0.3611580 2.4003478
+## 7 1.6633517 0.5426298 4.8327241 0.3580753 1.8616105 1.4983778
+## 8 4.3891830 3.4244218 3.2675842 4.5483290 4.4596049 4.8446318
+## 9 1.8361515 4.7237885 4.4159039 1.4978375 4.5463742 3.0261151
+## 10 3.6331775 3.9463104 0.2534443 4.3178017 1.8694302 3.3680776
+## 11 0.8417079 1.9512272 1.7242248 1.3710619 0.8110318 3.3095412
+## 12 0.1743519 0.2644305 2.0023340 3.3690348 0.2134613 4.8825768
+## 13 3.3566939 3.6651635 4.2515557 4.3658187 4.1478477 0.1514291
+## 14 4.7267590 3.4878712 2.8999128 0.8054212 1.2700635 2.7053481
+## 15 0.3553644 2.0536001 1.4943081 1.6633517 0.5426298 4.8327241
+## 16 0.8549568 3.5565815 5.2417059 4.3891830 3.4244218 3.2675842
+## 17 3.6671882 4.6651583 1.1045767 1.8361515 4.7237885 4.4159039
+## 18 3.8694380 2.4687938 3.9086993 3.6331775 3.9463104 3.0664524
+## 19 5.3451526 2.1240727 4.4605548 3.0457896 4.0235956 1.7242248
+## 20 3.6102589 2.4665089 2.1251171 0.1743519 0.2644305 4.8153421
+## 21 1.4061507 5.8123629 3.1525572 3.3566939 3.6651635 2.8602514
+## 22 4.5380306 4.7425677 4.2990266 4.7267590 5.5602396 11.3389372
+## 23 3.2609842 7.9697648 3.9239304 4.7635277 2.0536001 7.1203244
+## 24 8.0979056 11.5831771 7.5198149 7.4672017 15.9907921 16.5241378
+## 25 9.3338530 13.9219765 17.6552944 19.0957597 35.7506846 20.7956336
+## 26 10.8909139 11.0651819 21.7530853 28.1143360 62.5674780 71.4208944
+## 27 16.5927175 21.6826161 20.8126648 28.6466543 45.6438095 62.1424212
+## 28 17.1087827 13.6124295 14.6847832 36.9887726 44.9020352 38.6942228
+## 29 13.4034736 11.5143794 9.9464881 40.1362239 39.9584155 46.7693829
+## 30 8.0850587 4.8025550 11.7783968 19.0232058 29.4188835 25.4421867
+## 31 4.2529374 5.2466161 10.5022070 12.0773108 24.3566069 20.8019792
+## 32 5.8259730 3.0013199 5.9094876 13.4579364 10.1147560 11.7849263
+## 33 4.8684102 2.7454418 5.8739688 3.0473686 6.1403976 17.8072916
+## 34 6.4789330 6.5229337 5.9263754 11.2166744 6.4401819 3.6965282
+## 35 6.7195166 2.5264964 1.8616105 3.7024595 6.4076161 12.5864364
+## 36 4.2109805 6.7167501 5.1698452 9.2527950 11.1558505 7.7586609
+## 37 6.3026964 2.5820480 5.9376785 3.0261151 2.8406952 1.5986620
+## 38 4.9704254 6.4862227 3.2607346 3.3680776 1.5499234 3.4305707
+## 39 4.5544135 2.4552724 2.2023362 3.3095412 3.0781951 2.1543809
+## 40 3.8891264 3.3690348 0.2134613 7.0866585 2.9052673 4.5485827
+## 41 3.8036476 6.5342397 4.1478477 4.5595924 2.6493891 1.7000558
+## 42 2.8999128 1.8896317 1.2700635 2.7053481 4.3545127 0.3611580
+## 43 1.4943081 1.6633517 0.5426298 4.8327241 0.3580753 1.8616105
+## 44 2.4590972 5.4733935 3.4244218 5.4716659 4.5483290 2.3872365
+## 45 1.1045767 1.8361515 4.7237885 4.4159039 1.4978375 4.5463742
+## 46 3.9086993 3.6331775 3.9463104 0.2534443 4.3178017 1.8694302
+## 47 4.0126467 0.8417079 1.9512272 1.7242248 1.3710619 0.8110318
+## 48 4.0119095 0.1743519 0.2644305 2.0023340 3.3690348 0.2134613
+## 49 2.7046490 3.3566939 3.6651635 2.8602514 4.3658187 4.1478477
+## 50 0.1251135 4.7267590 4.8791755 5.1039944 0.8054212 1.2700635
+## 51 3.9239304 0.3553644 3.4449045 1.4943081 1.6633517 0.5426298
+## 52 3.3459019 0.8549568 3.5565815 2.4590972 4.3891830 3.4244218
+## 53 3.7422509 3.6671882 4.6651583 1.1045767 5.3361515 4.7237885
+## 54 0.8835201 3.8694380 2.4687938 6.6779301 3.6331775 3.9463104
+## 55 1.3344039 4.4017563 2.1240727 3.0692505 0.8417079 1.9512272
+## 56 4.9456528 1.7234665 1.3822983 2.1251171 0.1743519 0.2644305
+## 57 1.5986620 0.4627545 4.7281524 4.5304836 3.3566939 3.6651635
+## 58 3.4305707 3.5946344 0.4057256 0.1251135 4.7267590 3.4878712
+## 59 2.1543809 3.2609842 3.6329227 6.6931612 0.3553644 2.0536001
+## 60 1.7355746 2.4375282 1.8252824 3.3459019 0.8549568 3.5565815
+## 61 1.7000558 0.8432870 1.9956607 3.7422509 3.6671882 4.6651583
+## 62 0.3611580 2.4003478 0.2230767 0.8835201 3.8694380 2.4687938
+## 63 1.8616105 1.4983778 4.3352477 1.3344039 4.4017563 2.1240727
+## 64 2.3872365 4.8446318 4.9387453 4.9456528 1.7234665 1.3822983
+## 65 4.5463742 3.0261151 2.8406952 1.5986620 0.4627545 4.7281524
+## 66 1.8694302 3.3680776 1.5499234 3.4305707 3.5946344 0.4057256
+## 67 0.8110318 3.3095412 3.0781951 2.1543809 3.2609842 3.6329227
+## 68 0.2134613 7.0284102 0.8328989 1.7355746 5.9375282 1.8252824
+## 69 4.1478477 0.1514291 0.5770207 1.7000558 0.8432870 1.9956607
+## 70 1.2700635 2.7053481 6.9145127 3.1303888 2.4003478 0.2230767
+## 71 2.8153570 4.8327241 0.3580753 7.4000721 4.9983778 15.1477477
+## 72 3.4244218 3.2675842 4.5483290 5.1564672 8.3446318 4.9387453
+## 73 4.7237885 8.7075706 1.4978375 10.0848357 6.5261151 8.2469452
+## 74 8.4917649 6.6909443 6.8778017 10.1771225 3.3680776 6.9561734
+## 75 8.7694090 10.3075581 14.1710619 6.3494933 6.8095412 13.8906951
+## 76 2.5371578 10.5856673 8.4890348 22.3673074 32.8825768 22.4578989
+## 77 19.5742544 9.2977514 14.6058187 20.7632323 14.1514291 11.3895207
+## 78 12.5787803 17.9207461 8.4854212 12.3469866 27.2053481 58.4170127
+## 79 11.1445092 5.7859748 24.7033517 31.0041682 36.3327241 27.3893253
+## 80 10.3747633 11.0424305 22.3091830 28.3474987 17.2675842 42.3920790
+## 81 11.4833401 9.6879100 1.8361515 26.8776346 32.4159039 39.3415875
+## 82 4.7415211 12.4920326 6.1931775 3.9463104 24.7534443 20.5365517
+## 83 4.3968000 5.2150838 5.9617079 4.7204580 29.7242248 12.1835619
+## 84 3.6550256 2.1251171 7.8543519 11.3413536 12.5023340 30.4002848
+## 85 11.5463342 1.7612528 11.0366939 9.2036251 6.3602514 9.7720687
+## 86 4.9511801 0.1251135 12.4067590 9.0263327 6.3999128 11.6179212
+## 87 5.9056500 8.2155971 0.3553644 10.3612924 22.4943081 12.4758517
+## 88 1.8252824 7.6375685 0.8549568 3.5565815 12.9590972 4.3891830
+## 89 8.8138425 5.8880843 8.7871882 12.9728506 11.6045767 18.0549015
+## 90 0.2230767 0.8835201 8.9894380 5.2380246 14.4086993 14.4456775
+## 91 6.6079750 5.6260706 6.9617563 2.1240727 13.5692505 0.8417079
+## 92 4.9387453 4.9456528 1.7234665 4.1515291 2.1251171 0.1743519
+## 93 7.3861497 1.5986620 0.4627545 4.7281524 1.7612528 3.3566939
+## 94 1.5499234 3.4305707 3.5946344 3.1749563 3.6251135 4.7267590
+## 95 3.0781951 4.3002143 3.2609842 3.6329227 10.9239304 0.3553644
+## 96 0.8328989 1.7355746 2.4375282 1.8252824 3.3459019 0.8549568
+## 97 0.5770207 1.7000558 0.8432870 1.9956607 3.7422509 14.4796882
+## 98 4.3545127 0.3611580 2.4003478 0.2230767 0.8835201 3.8694380
+## 99 2.6308026 1.8616105 1.4983778 4.3352477 1.3344039 4.4017563
+## 100 4.5483290 4.5330698 4.8446318 4.9387453 8.4456528 1.7234665
+## 101 1.4978375 4.5463742 3.0261151 2.8406952 1.5986620 0.4627545
+## 102 4.3178017 1.8694302 3.3680776 1.5499234 6.9305707 9.0008844
+## 103 1.3710619 0.8110318 3.3095412 3.0781951 2.1543809 3.2609842
+## 104 3.3690348 0.2134613 7.4425768 0.8328989 5.2355746 2.4375282
+## 105 4.3658187 4.1478477 0.1514291 0.5770207 3.7064252 0.8432870
+## 106 0.8054212 1.2700635 2.7053481 4.3545127 0.3611580 2.4003478
+## 107 1.6633517 0.5426298 4.8327241 0.3580753 1.8616105 1.4983778
+## 108 4.3891830 3.4244218 3.2675842 4.5483290 2.3872365 4.8446318
+## 109 1.8361515 4.7237885 4.4159039 1.4978375 4.5463742 3.0261151
+## 110 3.6331775 3.9463104 0.2534443 4.3178017 1.8694302 3.3680776
+## 111 0.8417079 1.9512272 1.7242248 1.3710619 2.8174012 3.3095412
+## 112 0.1743519 0.2644305 2.0023340 3.3690348 0.2134613 4.8825768
+## 113 3.3566939 3.6651635 2.8602514 4.3658187 4.1478477 0.1514291
+## 114 4.7267590 3.4878712 2.8999128 0.8054212 1.2700635 2.7053481
+## 115 0.3553644 2.0536001 1.4943081 1.6633517 0.5426298 4.8327241
+## 116 0.8549568 3.5565815 2.4590972 4.3891830 3.4244218 3.2675842
+## 117 3.6671882 4.6651583 1.1045767 1.8361515 4.7237885 4.4159039
+## 118 3.8694380 2.4687938 3.9086993 3.6331775 3.9463104 0.2534443
+## 119 5.8942936 2.1240727 3.0692505 0.8417079 1.9512272 1.7242248
+## 120 1.7234665 1.3822983 2.1251171 0.1743519 4.2771693 2.0023340
+## 121 0.4627545 6.3894427 1.7612528 3.3566939 7.6779024 2.8602514
+## 122 8.0722463 0.4057256 5.1777451 4.7267590 3.4878712 6.9705010
+## 123 4.7535216 5.2942130 3.9239304 0.3553644 2.0536001 9.6354846
+## 124 3.9300655 5.1478630 5.0301124 3.2549568 13.5884287 6.5296854
+## 125 5.3208989 8.6408220 7.1106720 10.8671882 16.7033748 13.3163414
+## 126 3.8928852 5.2069476 7.6203622 18.2694380 22.5324881 16.1204640
+## 127 8.9610644 12.6416993 13.1238776 18.8017563 24.1941364 15.2810152
+## 128 13.7998557 6.6000356 9.9982844 16.1234665 17.4332537 18.4074700
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+## 130 7.8456895 8.1950847 13.5358338 17.9946344 30.5012670 16.4074665
+## 131 18.2349143 11.3846467 18.9964862 15.2609842 31.7220947 40.5592245
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+## 284 28.8634613
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+## 286 55.9655181
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+## 291 46.2284999
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+## 293 24.5015272
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+## 297 17.6878856
+## 298 10.2824302
+## 299 7.3331636
+## 300 17.0095711
+## 301 12.5417887
+## 302 5.6148165
+## 303 3.6329227
+## 304 4.4298278
+## 305 9.8092971
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+## 310 1.5499234
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+## 319 1.3710619
+## 320 3.3690348
+## 321 4.3658187
+## 322 1.8054212
+## 323 1.6633517
+## 324 4.3891830
+## 325 1.8361515
+## 326 5.6331775
+## 327 0.8417079
+## 328 2.1743519
+## 329 3.3566939
+## 330 8.7267590
+## 331 7.3553644
+## 332 14.8549568
+## 333 34.6671882
+## 334 25.8694380
+## 335 35.4017563
+## 336 42.7234665
+## 337 58.4627545
+## 338 49.5946344
+## 339 44.2609842
+## 340 72.4375282
+## 341 61.8432870
+## 342 61.4003478
+## 343 20.4983778
+## 344 30.8446318
+## 345 12.0261151
+## 346 10.3680776
+## 347 8.3095412
+## 348 7.8825768
+## 349 2.1514291
+## 350 3.7053481
+## 351 4.8327241
+## 352 5.2675842
+## 353 5.4159039
+## 354 1.2534443
+## 355 2.7242248
+## 356 3.0023340
+## 357 4.8602514
+## 358 2.8999128
+## 359 2.4943081
+## 360 2.4590972
+## 361 1.1045767
+## 362 3.9086993
+## 363 3.0692505
+## 364 2.1251171
+##
+## $populationAgeGroup
+## [1] 56605.42 56605.42 56605.42 56605.42 56605.42 56605.42
+## [7] 56605.42 56605.42 56605.42 56605.42 56605.42 56605.42
+## [13] 679265.00 679265.00 679265.00 679265.00 3396325.00 3396325.00
+## [19] 6792650.00 6792650.00 6792650.00 6792650.00 6792650.00 6792650.00
+## [25] 4799725.00
+##
+## $prop_mat
+## [1] 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
+## [7] 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
+## [13] 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
+## [19] 0.01752370 0.06014065 0.02233566 0.00000000 0.00000000 0.00000000
+## [25] 0.00000000
+##
+## $pVHR
+## [1] 0.0385453433 0.0099152075 0.0099152075 0.0020710417 0.0020710417
+## [6] 0.0020710417 0.0002762948 0.0002762948 0.0002762948 0.0000000000
+## [11] 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000
+## [16] 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000
+## [21] 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000
+##
+## $pHR
+## [1] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+##
+## $pLR
+## [1] 0.9614547 0.9900848 0.9900848 0.9979290 0.9979290 0.9979290 0.9997237
+## [8] 0.9997237 0.9997237 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000
+## [15] 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000
+## [22] 1.0000000 1.0000000 1.0000000 1.0000000
+##
+## $nmat
+## [1] 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0
+## [9] 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0
+## [17] 0.0 0.0 119032.4 408514.4 151718.3 0.0 0.0 0.0
+## [25] 0.0
+##
+## $nVHR
+## [1] 2181.87522 561.25445 561.25445 117.23218 117.23218 117.23218
+## [7] 15.63978 15.63978 15.63978 0.00000 0.00000 0.00000
+## [13] 0.00000 0.00000 0.00000 0.00000 0.00000 0.00000
+## [19] 0.00000 0.00000 0.00000 0.00000 0.00000 0.00000
+## [25] 0.00000
+##
+## $nHR
+## [1] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+##
+## $nLR
+## [1] 54423.54 56044.16 56044.16 56488.18 56488.18 56488.18
+## [7] 56589.78 56589.78 56589.78 56605.42 56605.42 56605.42
+## [13] 679265.00 679265.00 679265.00 679265.00 3396325.00 3396325.00
+## [19] 6792650.00 6792650.00 6792650.00 6792650.00 6792650.00 6792650.00
+## [25] 4799725.00
+##
+## $cnt_matrix_p
+## [,1] [,2] [,3] [,4] [,5]
+## [1,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [2,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [3,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [4,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [5,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [6,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [7,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [8,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [9,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [10,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [11,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [12,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [13,] 1.536885e-02 1.536885e-02 1.536885e-02 1.536885e-02 1.536885e-02
+## [14,] 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03
+## [15,] 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03
+## [16,] 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03
+## [17,] 3.244536e-04 3.244536e-04 3.244536e-04 3.244536e-04 3.244536e-04
+## [18,] 2.049180e-04 2.049180e-04 2.049180e-04 2.049180e-04 2.049180e-04
+## [19,] 9.562842e-04 9.562842e-04 9.562842e-04 9.562842e-04 9.562842e-04
+## [20,] 4.132514e-03 4.132514e-03 4.132514e-03 4.132514e-03 4.132514e-03
+## [21,] 2.288251e-03 2.288251e-03 2.288251e-03 2.288251e-03 2.288251e-03
+## [22,] 5.122951e-04 5.122951e-04 5.122951e-04 5.122951e-04 5.122951e-04
+## [23,] 3.415301e-04 3.415301e-04 3.415301e-04 3.415301e-04 3.415301e-04
+## [24,] 8.538251e-05 8.538251e-05 8.538251e-05 8.538251e-05 8.538251e-05
+## [25,] 7.435820e-05 7.435820e-05 7.435820e-05 7.435820e-05 7.435820e-05
+## [,6] [,7] [,8] [,9] [,10]
+## [1,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
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+## [3,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [4,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [5,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [6,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [7,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [8,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [9,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [10,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [11,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [12,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [13,] 1.536885e-02 1.536885e-02 1.536885e-02 1.536885e-02 1.536885e-02
+## [14,] 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03
+## [15,] 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03
+## [16,] 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03
+## [17,] 3.244536e-04 3.244536e-04 3.244536e-04 3.244536e-04 3.244536e-04
+## [18,] 2.049180e-04 2.049180e-04 2.049180e-04 2.049180e-04 2.049180e-04
+## [19,] 9.562842e-04 9.562842e-04 9.562842e-04 9.562842e-04 9.562842e-04
+## [20,] 4.132514e-03 4.132514e-03 4.132514e-03 4.132514e-03 4.132514e-03
+## [21,] 2.288251e-03 2.288251e-03 2.288251e-03 2.288251e-03 2.288251e-03
+## [22,] 5.122951e-04 5.122951e-04 5.122951e-04 5.122951e-04 5.122951e-04
+## [23,] 3.415301e-04 3.415301e-04 3.415301e-04 3.415301e-04 3.415301e-04
+## [24,] 8.538251e-05 8.538251e-05 8.538251e-05 8.538251e-05 8.538251e-05
+## [25,] 7.435820e-05 7.435820e-05 7.435820e-05 7.435820e-05 7.435820e-05
+## [,11] [,12] [,13] [,14] [,15] [,16]
+## [1,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
+## [2,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
+## [3,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
+## [4,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
+## [5,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
+## [6,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
+## [7,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
+## [8,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
+## [9,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
+## [10,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
+## [11,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
+## [12,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
+## [13,] 1.536885e-02 1.536885e-02 0.023026316 0.023026316 0.023026316 0.023026316
+## [14,] 1.622268e-03 1.622268e-03 0.023026316 0.023026316 0.023026316 0.023026316
+## [15,] 1.622268e-03 1.622268e-03 0.023026316 0.023026316 0.023026316 0.023026316
+## [16,] 1.622268e-03 1.622268e-03 0.023026316 0.023026316 0.023026316 0.023026316
+## [17,] 3.244536e-04 3.244536e-04 0.018300215 0.018300215 0.018300215 0.018300215
+## [18,] 2.049180e-04 2.049180e-04 0.009238522 0.009238522 0.009238522 0.009238522
+## [19,] 9.562842e-04 9.562842e-04 0.002774966 0.002774966 0.002774966 0.002774966
+## [20,] 4.132514e-03 4.132514e-03 0.012529110 0.012529110 0.012529110 0.012529110
+## [21,] 2.288251e-03 2.288251e-03 0.004605263 0.004605263 0.004605263 0.004605263
+## [22,] 5.122951e-04 5.122951e-04 0.001315789 0.001315789 0.001315789 0.001315789
+## [23,] 3.415301e-04 3.415301e-04 0.002412281 0.002412281 0.002412281 0.002412281
+## [24,] 8.538251e-05 8.538251e-05 0.000000000 0.000000000 0.000000000 0.000000000
+## [25,] 7.435820e-05 7.435820e-05 0.000000000 0.000000000 0.000000000 0.000000000
+## [,17] [,18] [,19] [,20] [,21] [,22]
+## [1,] 0.01946721 0.01229508 0.11475410 0.49590164 0.27459016 0.06147541
+## [2,] 0.01946721 0.01229508 0.11475410 0.49590164 0.27459016 0.06147541
+## [3,] 0.01946721 0.01229508 0.11475410 0.49590164 0.27459016 0.06147541
+## [4,] 0.01946721 0.01229508 0.11475410 0.49590164 0.27459016 0.06147541
+## [5,] 0.01946721 0.01229508 0.11475410 0.49590164 0.27459016 0.06147541
+## [6,] 0.01946721 0.01229508 0.11475410 0.49590164 0.27459016 0.06147541
+## [7,] 0.01946721 0.01229508 0.11475410 0.49590164 0.27459016 0.06147541
+## [8,] 0.01946721 0.01229508 0.11475410 0.49590164 0.27459016 0.06147541
+## [9,] 0.01946721 0.01229508 0.11475410 0.49590164 0.27459016 0.06147541
+## [10,] 0.01946721 0.01229508 0.11475410 0.49590164 0.27459016 0.06147541
+## [11,] 0.01946721 0.01229508 0.11475410 0.49590164 0.27459016 0.06147541
+## [12,] 0.01946721 0.01229508 0.11475410 0.49590164 0.27459016 0.06147541
+## [13,] 0.09150107 0.04619261 0.02774966 0.12529110 0.04605263 0.01315789
+## [14,] 0.09150107 0.04619261 0.02774966 0.12529110 0.04605263 0.01315789
+## [15,] 0.09150107 0.04619261 0.02774966 0.12529110 0.04605263 0.01315789
+## [16,] 0.09150107 0.04619261 0.02774966 0.12529110 0.04605263 0.01315789
+## [17,] 1.90816327 0.28712549 0.15240712 0.26643489 0.24092971 0.13010204
+## [18,] 0.28712549 3.12765957 0.42553191 0.18259273 0.40374873 0.17059271
+## [19,] 0.07620356 0.21276596 1.50641026 0.29178012 0.28266178 0.28125000
+## [20,] 0.13321745 0.09129637 0.29178012 0.61061947 0.43749122 0.45764855
+## [21,] 0.12046485 0.20187437 0.28266178 0.43749122 0.59523810 0.41319444
+## [22,] 0.06505102 0.08529635 0.28125000 0.45764855 0.41319444 0.47321429
+## [23,] 0.02846402 0.06527622 0.14186910 0.23781245 0.25187970 0.28320802
+## [24,] 0.02178179 0.01227496 0.06410256 0.04952349 0.15445665 0.14886676
+## [25,] 0.02145241 0.01193156 0.06203339 0.04809520 0.15189481 0.14454365
+## [,23] [,24] [,25]
+## [1,] 0.04098361 0.01024590 0.01024590
+## [2,] 0.04098361 0.01024590 0.01024590
+## [3,] 0.04098361 0.01024590 0.01024590
+## [4,] 0.04098361 0.01024590 0.01024590
+## [5,] 0.04098361 0.01024590 0.01024590
+## [6,] 0.04098361 0.01024590 0.01024590
+## [7,] 0.04098361 0.01024590 0.01024590
+## [8,] 0.04098361 0.01024590 0.01024590
+## [9,] 0.04098361 0.01024590 0.01024590
+## [10,] 0.04098361 0.01024590 0.01024590
+## [11,] 0.04098361 0.01024590 0.01024590
+## [12,] 0.04098361 0.01024590 0.01024590
+## [13,] 0.02412281 0.00000000 0.00000000
+## [14,] 0.02412281 0.00000000 0.00000000
+## [15,] 0.02412281 0.00000000 0.00000000
+## [16,] 0.02412281 0.00000000 0.00000000
+## [17,] 0.05692803 0.04356358 0.04926587
+## [18,] 0.13055244 0.02454992 0.02740106
+## [19,] 0.14186910 0.06410256 0.07123043
+## [20,] 0.23781245 0.04952349 0.05522577
+## [21,] 0.25187970 0.15445665 0.17441467
+## [22,] 0.28320802 0.14886676 0.16597363
+## [23,] 0.31578947 0.08535762 0.09248549
+## [24,] 0.08535762 0.06730769 0.07229720
+## [25,] 0.08054406 0.06296242 0.06730769
+##
+## $cnt_matrix_p_h
+## [,1] [,2] [,3] [,4] [,5]
+## [1,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [2,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [3,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [4,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [5,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [6,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [7,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [8,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [9,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [10,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [11,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [12,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [13,] 1.536885e-02 1.536885e-02 1.536885e-02 1.536885e-02 1.536885e-02
+## [14,] 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03
+## [15,] 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03
+## [16,] 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03
+## [17,] 3.244536e-04 3.244536e-04 3.244536e-04 3.244536e-04 3.244536e-04
+## [18,] 2.049180e-04 2.049180e-04 2.049180e-04 2.049180e-04 2.049180e-04
+## [19,] 9.562842e-04 9.562842e-04 9.562842e-04 9.562842e-04 9.562842e-04
+## [20,] 4.132514e-03 4.132514e-03 4.132514e-03 4.132514e-03 4.132514e-03
+## [21,] 2.288251e-03 2.288251e-03 2.288251e-03 2.288251e-03 2.288251e-03
+## [22,] 5.122951e-04 5.122951e-04 5.122951e-04 5.122951e-04 5.122951e-04
+## [23,] 3.415301e-04 3.415301e-04 3.415301e-04 3.415301e-04 3.415301e-04
+## [24,] 8.538251e-05 8.538251e-05 8.538251e-05 8.538251e-05 8.538251e-05
+## [25,] 7.435820e-05 7.435820e-05 7.435820e-05 7.435820e-05 7.435820e-05
+## [,6] [,7] [,8] [,9] [,10]
+## [1,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [2,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [3,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [4,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [5,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [6,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [7,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [8,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [9,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [10,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [11,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [12,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [13,] 1.536885e-02 1.536885e-02 1.536885e-02 1.536885e-02 1.536885e-02
+## [14,] 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03
+## [15,] 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03
+## [16,] 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03
+## [17,] 3.244536e-04 3.244536e-04 3.244536e-04 3.244536e-04 3.244536e-04
+## [18,] 2.049180e-04 2.049180e-04 2.049180e-04 2.049180e-04 2.049180e-04
+## [19,] 9.562842e-04 9.562842e-04 9.562842e-04 9.562842e-04 9.562842e-04
+## [20,] 4.132514e-03 4.132514e-03 4.132514e-03 4.132514e-03 4.132514e-03
+## [21,] 2.288251e-03 2.288251e-03 2.288251e-03 2.288251e-03 2.288251e-03
+## [22,] 5.122951e-04 5.122951e-04 5.122951e-04 5.122951e-04 5.122951e-04
+## [23,] 3.415301e-04 3.415301e-04 3.415301e-04 3.415301e-04 3.415301e-04
+## [24,] 8.538251e-05 8.538251e-05 8.538251e-05 8.538251e-05 8.538251e-05
+## [25,] 7.435820e-05 7.435820e-05 7.435820e-05 7.435820e-05 7.435820e-05
+## [,11] [,12] [,13] [,14] [,15] [,16]
+## [1,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
+## [2,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
+## [3,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
+## [4,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
+## [5,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
+## [6,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
+## [7,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
+## [8,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
+## [9,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
+## [10,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
+## [11,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
+## [12,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
+## [13,] 1.536885e-02 1.536885e-02 0.023026316 0.023026316 0.023026316 0.023026316
+## [14,] 1.622268e-03 1.622268e-03 0.023026316 0.023026316 0.023026316 0.023026316
+## [15,] 1.622268e-03 1.622268e-03 0.023026316 0.023026316 0.023026316 0.023026316
+## [16,] 1.622268e-03 1.622268e-03 0.023026316 0.023026316 0.023026316 0.023026316
+## [17,] 3.244536e-04 3.244536e-04 0.018300215 0.018300215 0.018300215 0.018300215
+## [18,] 2.049180e-04 2.049180e-04 0.009238522 0.009238522 0.009238522 0.009238522
+## [19,] 9.562842e-04 9.562842e-04 0.002774966 0.002774966 0.002774966 0.002774966
+## [20,] 4.132514e-03 4.132514e-03 0.012529110 0.012529110 0.012529110 0.012529110
+## [21,] 2.288251e-03 2.288251e-03 0.004605263 0.004605263 0.004605263 0.004605263
+## [22,] 5.122951e-04 5.122951e-04 0.001315789 0.001315789 0.001315789 0.001315789
+## [23,] 3.415301e-04 3.415301e-04 0.002412281 0.002412281 0.002412281 0.002412281
+## [24,] 8.538251e-05 8.538251e-05 0.000000000 0.000000000 0.000000000 0.000000000
+## [25,] 7.435820e-05 7.435820e-05 0.000000000 0.000000000 0.000000000 0.000000000
+## [,17] [,18] [,19] [,20] [,21] [,22]
+## [1,] 0.01946721 0.01229508 0.11475410 0.49590164 0.27459016 0.06147541
+## [2,] 0.01946721 0.01229508 0.11475410 0.49590164 0.27459016 0.06147541
+## [3,] 0.01946721 0.01229508 0.11475410 0.49590164 0.27459016 0.06147541
+## [4,] 0.01946721 0.01229508 0.11475410 0.49590164 0.27459016 0.06147541
+## [5,] 0.01946721 0.01229508 0.11475410 0.49590164 0.27459016 0.06147541
+## [6,] 0.01946721 0.01229508 0.11475410 0.49590164 0.27459016 0.06147541
+## [7,] 0.01946721 0.01229508 0.11475410 0.49590164 0.27459016 0.06147541
+## [8,] 0.01946721 0.01229508 0.11475410 0.49590164 0.27459016 0.06147541
+## [9,] 0.01946721 0.01229508 0.11475410 0.49590164 0.27459016 0.06147541
+## [10,] 0.01946721 0.01229508 0.11475410 0.49590164 0.27459016 0.06147541
+## [11,] 0.01946721 0.01229508 0.11475410 0.49590164 0.27459016 0.06147541
+## [12,] 0.01946721 0.01229508 0.11475410 0.49590164 0.27459016 0.06147541
+## [13,] 0.09150107 0.04619261 0.02774966 0.12529110 0.04605263 0.01315789
+## [14,] 0.09150107 0.04619261 0.02774966 0.12529110 0.04605263 0.01315789
+## [15,] 0.09150107 0.04619261 0.02774966 0.12529110 0.04605263 0.01315789
+## [16,] 0.09150107 0.04619261 0.02774966 0.12529110 0.04605263 0.01315789
+## [17,] 1.90816327 0.28712549 0.15240712 0.26643489 0.24092971 0.13010204
+## [18,] 0.28712549 3.12765957 0.42553191 0.18259273 0.40374873 0.17059271
+## [19,] 0.07620356 0.21276596 1.50641026 0.29178012 0.28266178 0.28125000
+## [20,] 0.13321745 0.09129637 0.29178012 0.61061947 0.43749122 0.45764855
+## [21,] 0.12046485 0.20187437 0.28266178 0.43749122 0.59523810 0.41319444
+## [22,] 0.06505102 0.08529635 0.28125000 0.45764855 0.41319444 0.47321429
+## [23,] 0.02846402 0.06527622 0.14186910 0.23781245 0.25187970 0.28320802
+## [24,] 0.02178179 0.01227496 0.06410256 0.04952349 0.15445665 0.14886676
+## [25,] 0.02145241 0.01193156 0.06203339 0.04809520 0.15189481 0.14454365
+## [,23] [,24] [,25]
+## [1,] 0.04098361 0.01024590 0.01024590
+## [2,] 0.04098361 0.01024590 0.01024590
+## [3,] 0.04098361 0.01024590 0.01024590
+## [4,] 0.04098361 0.01024590 0.01024590
+## [5,] 0.04098361 0.01024590 0.01024590
+## [6,] 0.04098361 0.01024590 0.01024590
+## [7,] 0.04098361 0.01024590 0.01024590
+## [8,] 0.04098361 0.01024590 0.01024590
+## [9,] 0.04098361 0.01024590 0.01024590
+## [10,] 0.04098361 0.01024590 0.01024590
+## [11,] 0.04098361 0.01024590 0.01024590
+## [12,] 0.04098361 0.01024590 0.01024590
+## [13,] 0.02412281 0.00000000 0.00000000
+## [14,] 0.02412281 0.00000000 0.00000000
+## [15,] 0.02412281 0.00000000 0.00000000
+## [16,] 0.02412281 0.00000000 0.00000000
+## [17,] 0.05692803 0.04356358 0.04926587
+## [18,] 0.13055244 0.02454992 0.02740106
+## [19,] 0.14186910 0.06410256 0.07123043
+## [20,] 0.23781245 0.04952349 0.05522577
+## [21,] 0.25187970 0.15445665 0.17441467
+## [22,] 0.28320802 0.14886676 0.16597363
+## [23,] 0.31578947 0.08535762 0.09248549
+## [24,] 0.08535762 0.06730769 0.07229720
+## [25,] 0.08054406 0.06296242 0.06730769
+##
+## $pwp_p
+## [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] [,13]
+## [1,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [2,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [3,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [4,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [5,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [6,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [7,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [8,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [9,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [10,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [11,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [12,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [13,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [14,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [15,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [16,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [17,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [18,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [19,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [20,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [21,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [22,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [23,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [24,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [25,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [,14] [,15] [,16] [,17] [,18] [,19] [,20] [,21] [,22]
+## [1,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [2,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [3,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [4,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [5,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [6,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [7,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [8,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [9,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [10,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [11,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [12,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [13,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [14,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [15,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [16,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [17,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [18,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [19,] 0 0 0 0 0 0.026397880 0.01754784 0.006313436 0
+## [20,] 0 0 0 0 0 0.005113067 0.03672305 0.009771653 0
+## [21,] 0 0 0 0 0 0.004953280 0.02631100 0.013295033 0
+## [22,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [23,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [24,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [25,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [,23] [,24] [,25]
+## [1,] 0 0 0
+## [2,] 0 0 0
+## [3,] 0 0 0
+## [4,] 0 0 0
+## [5,] 0 0 0
+## [6,] 0 0 0
+## [7,] 0 0 0
+## [8,] 0 0 0
+## [9,] 0 0 0
+## [10,] 0 0 0
+## [11,] 0 0 0
+## [12,] 0 0 0
+## [13,] 0 0 0
+## [14,] 0 0 0
+## [15,] 0 0 0
+## [16,] 0 0 0
+## [17,] 0 0 0
+## [18,] 0 0 0
+## [19,] 0 0 0
+## [20,] 0 0 0
+## [21,] 0 0 0
+## [22,] 0 0 0
+## [23,] 0 0 0
+## [24,] 0 0 0
+## [25,] 0 0 0
+##
+## $pwn_p
+## [,1] [,2] [,3] [,4] [,5]
+## [1,] 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000
+## [2,] 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000
+## [3,] 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000
+## [4,] 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000
+## [5,] 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000
+## [6,] 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000
+## [7,] 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000
+## [8,] 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000
+## [9,] 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000
+## [10,] 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000
+## [11,] 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000
+## [12,] 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000
+## [13,] 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000
+## [14,] 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000
+## [15,] 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000
+## [16,] 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000
+## [17,] 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000
+## [18,] 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000
+## [19,] 0.0009562842 0.0009562842 0.0009562842 0.0009562842 0.0009562842
+## [20,] 0.0041325137 0.0041325137 0.0041325137 0.0041325137 0.0041325137
+## [21,] 0.0022882514 0.0022882514 0.0022882514 0.0022882514 0.0022882514
+## [22,] 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000
+## [23,] 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000
+## [24,] 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000
+## [25,] 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000
+## [,6] [,7] [,8] [,9] [,10]
+## [1,] 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000
+## [2,] 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000
+## [3,] 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000
+## [4,] 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000
+## [5,] 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000
+## [6,] 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000
+## [7,] 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000
+## [8,] 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000
+## [9,] 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000
+## [10,] 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000
+## [11,] 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000
+## [12,] 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000
+## [13,] 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000
+## [14,] 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000
+## [15,] 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000
+## [16,] 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000
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+## [20,] 0.13321745 0.09129637 0.2866671 0.5738964 0.4277196 0.4576485 0.2378125
+## [21,] 0.12046485 0.20187437 0.2777085 0.4111802 0.5819431 0.4131944 0.2518797
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+## [3,] 0.00000000 0.00000000
+## [4,] 0.00000000 0.00000000
+## [5,] 0.00000000 0.00000000
+## [6,] 0.00000000 0.00000000
+## [7,] 0.00000000 0.00000000
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+## [9,] 0.00000000 0.00000000
+## [10,] 0.00000000 0.00000000
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+## [20,] 0.04952349 0.05522577
+## [21,] 0.15445665 0.17441467
+## [22,] 0.00000000 0.00000000
+## [23,] 0.00000000 0.00000000
+## [24,] 0.00000000 0.00000000
+## [25,] 0.00000000 0.00000000
+##
+## $nwp_p
+## [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] [,13]
+## [1,] 0 0 0 0 0 0 0 0 0 0 0 0 0
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+## [9,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [10,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [11,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [12,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [13,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [14,] 0 0 0 0 0 0 0 0 0 0 0 0 0
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+## [24,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [25,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [,14] [,15] [,16] [,17] [,18] [,19] [,20] [,21] [,22]
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+## [2,] 0 0 0 0 0 0.0534223254 0.237134606 0.129464519 0
+## [3,] 0 0 0 0 0 0.0534223254 0.237134606 0.129464519 0
+## [4,] 0 0 0 0 0 0.0534223254 0.237134606 0.129464519 0
+## [5,] 0 0 0 0 0 0.0534223254 0.237134606 0.129464519 0
+## [6,] 0 0 0 0 0 0.0534223254 0.237134606 0.129464519 0
+## [7,] 0 0 0 0 0 0.0534223254 0.237134606 0.129464519 0
+## [8,] 0 0 0 0 0 0.0534223254 0.237134606 0.129464519 0
+## [9,] 0 0 0 0 0 0.0534223254 0.237134606 0.129464519 0
+## [10,] 0 0 0 0 0 0.0534223254 0.237134606 0.129464519 0
+## [11,] 0 0 0 0 0 0.0534223254 0.237134606 0.129464519 0
+## [12,] 0 0 0 0 0 0.0534223254 0.237134606 0.129464519 0
+## [13,] 0 0 0 0 0 0.0004862767 0.007535088 0.001028616 0
+## [14,] 0 0 0 0 0 0.0004862767 0.007535088 0.001028616 0
+## [15,] 0 0 0 0 0 0.0004862767 0.007535088 0.001028616 0
+## [16,] 0 0 0 0 0 0.0004862767 0.007535088 0.001028616 0
+## [17,] 0 0 0 0 0 0.0026707364 0.016023566 0.005381323 0
+## [18,] 0 0 0 0 0 0.0074568931 0.010981245 0.009017993 0
+## [19,] 0 0 0 0 0 0.0263978795 0.017547845 0.006313436 0
+## [20,] 0 0 0 0 0 0.0051130670 0.036723049 0.009771653 0
+## [21,] 0 0 0 0 0 0.0049532799 0.026311004 0.013295033 0
+## [22,] 0 0 0 0 0 0.0049285403 0.027523279 0.009228969 0
+## [23,] 0 0 0 0 0 0.0024860713 0.014302194 0.005625898 0
+## [24,] 0 0 0 0 0 0.0011233140 0.002978374 0.003449891 0
+## [25,] 0 0 0 0 0 0.0010870544 0.002892477 0.003392670 0
+## [,23] [,24] [,25]
+## [1,] 0 0 0
+## [2,] 0 0 0
+## [3,] 0 0 0
+## [4,] 0 0 0
+## [5,] 0 0 0
+## [6,] 0 0 0
+## [7,] 0 0 0
+## [8,] 0 0 0
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+## [11,] 0 0 0
+## [12,] 0 0 0
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+## [21,] 0 0 0
+## [22,] 0 0 0
+## [23,] 0 0 0
+## [24,] 0 0 0
+## [25,] 0 0 0
+##
+## $nwn_p
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+## [1,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [2,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [3,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [4,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [5,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [6,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [7,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [8,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [9,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [10,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [11,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [12,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [13,] 1.536885e-02 1.536885e-02 1.536885e-02 1.536885e-02 1.536885e-02
+## [14,] 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03
+## [15,] 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03
+## [16,] 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03
+## [17,] 3.244536e-04 3.244536e-04 3.244536e-04 3.244536e-04 3.244536e-04
+## [18,] 2.049180e-04 2.049180e-04 2.049180e-04 2.049180e-04 2.049180e-04
+## [19,] 9.562842e-04 9.562842e-04 9.562842e-04 9.562842e-04 9.562842e-04
+## [20,] 4.132514e-03 4.132514e-03 4.132514e-03 4.132514e-03 4.132514e-03
+## [21,] 2.288251e-03 2.288251e-03 2.288251e-03 2.288251e-03 2.288251e-03
+## [22,] 5.122951e-04 5.122951e-04 5.122951e-04 5.122951e-04 5.122951e-04
+## [23,] 3.415301e-04 3.415301e-04 3.415301e-04 3.415301e-04 3.415301e-04
+## [24,] 8.538251e-05 8.538251e-05 8.538251e-05 8.538251e-05 8.538251e-05
+## [25,] 7.435820e-05 7.435820e-05 7.435820e-05 7.435820e-05 7.435820e-05
+## [,6] [,7] [,8] [,9] [,10]
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+## [3,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [4,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [5,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [6,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [7,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [8,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [9,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [10,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [11,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [12,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [13,] 1.536885e-02 1.536885e-02 1.536885e-02 1.536885e-02 1.536885e-02
+## [14,] 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03
+## [15,] 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03
+## [16,] 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03
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+## [18,] 2.049180e-04 2.049180e-04 2.049180e-04 2.049180e-04 2.049180e-04
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+## [22,] 5.122951e-04 5.122951e-04 5.122951e-04 5.122951e-04 5.122951e-04
+## [23,] 3.415301e-04 3.415301e-04 3.415301e-04 3.415301e-04 3.415301e-04
+## [24,] 8.538251e-05 8.538251e-05 8.538251e-05 8.538251e-05 8.538251e-05
+## [25,] 7.435820e-05 7.435820e-05 7.435820e-05 7.435820e-05 7.435820e-05
+## [,11] [,12] [,13] [,14] [,15] [,16]
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+## [3,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
+## [4,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
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+## [8,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
+## [9,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
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+## [11,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
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+## [16,] 1.622268e-03 1.622268e-03 0.023026316 0.023026316 0.023026316 0.023026316
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+## [19,] 9.562842e-04 9.562842e-04 0.002774966 0.002774966 0.002774966 0.002774966
+## [20,] 4.132514e-03 4.132514e-03 0.012529110 0.012529110 0.012529110 0.012529110
+## [21,] 2.288251e-03 2.288251e-03 0.004605263 0.004605263 0.004605263 0.004605263
+## [22,] 5.122951e-04 5.122951e-04 0.001315789 0.001315789 0.001315789 0.001315789
+## [23,] 3.415301e-04 3.415301e-04 0.002412281 0.002412281 0.002412281 0.002412281
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+## [25,] 7.435820e-05 7.435820e-05 0.000000000 0.000000000 0.000000000 0.000000000
+## [,17] [,18] [,19] [,20] [,21] [,22]
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+## [2,] 0.01946721 0.01229508 0.06133177 0.25876703 0.14512564 0.06147541
+## [3,] 0.01946721 0.01229508 0.06133177 0.25876703 0.14512564 0.06147541
+## [4,] 0.01946721 0.01229508 0.06133177 0.25876703 0.14512564 0.06147541
+## [5,] 0.01946721 0.01229508 0.06133177 0.25876703 0.14512564 0.06147541
+## [6,] 0.01946721 0.01229508 0.06133177 0.25876703 0.14512564 0.06147541
+## [7,] 0.01946721 0.01229508 0.06133177 0.25876703 0.14512564 0.06147541
+## [8,] 0.01946721 0.01229508 0.06133177 0.25876703 0.14512564 0.06147541
+## [9,] 0.01946721 0.01229508 0.06133177 0.25876703 0.14512564 0.06147541
+## [10,] 0.01946721 0.01229508 0.06133177 0.25876703 0.14512564 0.06147541
+## [11,] 0.01946721 0.01229508 0.06133177 0.25876703 0.14512564 0.06147541
+## [12,] 0.01946721 0.01229508 0.06133177 0.25876703 0.14512564 0.06147541
+## [13,] 0.09150107 0.04619261 0.02726339 0.11775602 0.04502402 0.01315789
+## [14,] 0.09150107 0.04619261 0.02726339 0.11775602 0.04502402 0.01315789
+## [15,] 0.09150107 0.04619261 0.02726339 0.11775602 0.04502402 0.01315789
+## [16,] 0.09150107 0.04619261 0.02726339 0.11775602 0.04502402 0.01315789
+## [17,] 1.90816327 0.28712549 0.14973638 0.25041133 0.23554838 0.13010204
+## [18,] 0.28712549 3.12765957 0.41807502 0.17161149 0.39473074 0.17059271
+## [19,] 0.07620356 0.21276596 1.48001238 0.27423228 0.27634835 0.28125000
+## [20,] 0.13321745 0.09129637 0.28666706 0.57389642 0.42771957 0.45764855
+## [21,] 0.12046485 0.20187437 0.27770850 0.41118022 0.58194306 0.41319444
+## [22,] 0.06505102 0.08529635 0.27632146 0.43012527 0.40396548 0.47321429
+## [23,] 0.02846402 0.06527622 0.13938302 0.22351026 0.24625380 0.28320802
+## [24,] 0.02178179 0.01227496 0.06297925 0.04654511 0.15100676 0.14886676
+## [25,] 0.02145241 0.01193156 0.06094633 0.04520273 0.14850214 0.14454365
+## [,23] [,24] [,25]
+## [1,] 0.04098361 0.01024590 0.01024590
+## [2,] 0.04098361 0.01024590 0.01024590
+## [3,] 0.04098361 0.01024590 0.01024590
+## [4,] 0.04098361 0.01024590 0.01024590
+## [5,] 0.04098361 0.01024590 0.01024590
+## [6,] 0.04098361 0.01024590 0.01024590
+## [7,] 0.04098361 0.01024590 0.01024590
+## [8,] 0.04098361 0.01024590 0.01024590
+## [9,] 0.04098361 0.01024590 0.01024590
+## [10,] 0.04098361 0.01024590 0.01024590
+## [11,] 0.04098361 0.01024590 0.01024590
+## [12,] 0.04098361 0.01024590 0.01024590
+## [13,] 0.02412281 0.00000000 0.00000000
+## [14,] 0.02412281 0.00000000 0.00000000
+## [15,] 0.02412281 0.00000000 0.00000000
+## [16,] 0.02412281 0.00000000 0.00000000
+## [17,] 0.05692803 0.04356358 0.04926587
+## [18,] 0.13055244 0.02454992 0.02740106
+## [19,] 0.14186910 0.06410256 0.07123043
+## [20,] 0.23781245 0.04952349 0.05522577
+## [21,] 0.25187970 0.15445665 0.17441467
+## [22,] 0.28320802 0.14886676 0.16597363
+## [23,] 0.31578947 0.08535762 0.09248549
+## [24,] 0.08535762 0.06730769 0.07229720
+## [25,] 0.08054406 0.06296242 0.06730769
+##
+## $cnt_matrix_c
+## [,1] [,2] [,3] [,4] [,5]
+## [1,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [2,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [3,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [4,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [5,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [6,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [7,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [8,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [9,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [10,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [11,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [12,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [13,] 3.765818e-03 3.765818e-03 3.765818e-03 3.765818e-03 3.765818e-03
+## [14,] 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03
+## [15,] 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03
+## [16,] 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03
+## [17,] 4.251701e-04 4.251701e-04 4.251701e-04 4.251701e-04 4.251701e-04
+## [18,] 4.432624e-04 4.432624e-04 4.432624e-04 4.432624e-04 4.432624e-04
+## [19,] 5.341880e-04 5.341880e-04 5.341880e-04 5.341880e-04 5.341880e-04
+## [20,] 2.314848e-03 2.314848e-03 2.314848e-03 2.314848e-03 2.314848e-03
+## [21,] 1.356904e-03 1.356904e-03 1.356904e-03 1.356904e-03 1.356904e-03
+## [22,] 1.488095e-03 1.488095e-03 1.488095e-03 1.488095e-03 1.488095e-03
+## [23,] 3.415301e-05 3.415301e-05 3.415301e-05 3.415301e-05 3.415301e-05
+## [24,] 5.122951e-05 5.122951e-05 5.122951e-05 5.122951e-05 5.122951e-05
+## [25,] 4.461492e-05 4.461492e-05 4.461492e-05 4.461492e-05 4.461492e-05
+## [,6] [,7] [,8] [,9] [,10]
+## [1,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [2,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [3,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [4,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [5,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [6,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [7,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [8,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [9,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [10,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [11,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [12,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [13,] 3.765818e-03 3.765818e-03 3.765818e-03 3.765818e-03 3.765818e-03
+## [14,] 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03
+## [15,] 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03
+## [16,] 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03
+## [17,] 4.251701e-04 4.251701e-04 4.251701e-04 4.251701e-04 4.251701e-04
+## [18,] 4.432624e-04 4.432624e-04 4.432624e-04 4.432624e-04 4.432624e-04
+## [19,] 5.341880e-04 5.341880e-04 5.341880e-04 5.341880e-04 5.341880e-04
+## [20,] 2.314848e-03 2.314848e-03 2.314848e-03 2.314848e-03 2.314848e-03
+## [21,] 1.356904e-03 1.356904e-03 1.356904e-03 1.356904e-03 1.356904e-03
+## [22,] 1.488095e-03 1.488095e-03 1.488095e-03 1.488095e-03 1.488095e-03
+## [23,] 3.415301e-05 3.415301e-05 3.415301e-05 3.415301e-05 3.415301e-05
+## [24,] 5.122951e-05 5.122951e-05 5.122951e-05 5.122951e-05 5.122951e-05
+## [25,] 4.461492e-05 4.461492e-05 4.461492e-05 4.461492e-05 4.461492e-05
+## [,11] [,12] [,13] [,14] [,15] [,16]
+## [1,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [2,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [3,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [4,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [5,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [6,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [7,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [8,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [9,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [10,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [11,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [12,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [13,] 3.765818e-03 3.765818e-03 0.24342105 0.24342105 0.24342105 0.24342105
+## [14,] 2.741228e-03 2.741228e-03 0.24342105 0.24342105 0.24342105 0.24342105
+## [15,] 2.741228e-03 2.741228e-03 0.24342105 0.24342105 0.24342105 0.24342105
+## [16,] 2.741228e-03 2.741228e-03 0.24342105 0.24342105 0.24342105 0.24342105
+## [17,] 4.251701e-04 4.251701e-04 0.10895542 0.10895542 0.10895542 0.10895542
+## [18,] 4.432624e-04 4.432624e-04 0.04227324 0.04227324 0.04227324 0.04227324
+## [19,] 5.341880e-04 5.341880e-04 0.03510459 0.03510459 0.03510459 0.03510459
+## [20,] 2.314848e-03 2.314848e-03 0.08569516 0.08569516 0.08569516 0.08569516
+## [21,] 1.356904e-03 1.356904e-03 0.06691729 0.06691729 0.06691729 0.06691729
+## [22,] 1.488095e-03 1.488095e-03 0.03639568 0.03639568 0.03639568 0.03639568
+## [23,] 3.415301e-05 3.415301e-05 0.01074561 0.01074561 0.01074561 0.01074561
+## [24,] 5.122951e-05 5.122951e-05 0.01093117 0.01093117 0.01093117 0.01093117
+## [25,] 4.461492e-05 4.461492e-05 0.01076128 0.01076128 0.01076128 0.01076128
+## [,17] [,18] [,19] [,20] [,21] [,22]
+## [1,] 0.02551020 0.02659574 0.06410256 0.27778181 0.1628285 0.17857143
+## [2,] 0.02551020 0.02659574 0.06410256 0.27778181 0.1628285 0.17857143
+## [3,] 0.02551020 0.02659574 0.06410256 0.27778181 0.1628285 0.17857143
+## [4,] 0.02551020 0.02659574 0.06410256 0.27778181 0.1628285 0.17857143
+## [5,] 0.02551020 0.02659574 0.06410256 0.27778181 0.1628285 0.17857143
+## [6,] 0.02551020 0.02659574 0.06410256 0.27778181 0.1628285 0.17857143
+## [7,] 0.02551020 0.02659574 0.06410256 0.27778181 0.1628285 0.17857143
+## [8,] 0.02551020 0.02659574 0.06410256 0.27778181 0.1628285 0.17857143
+## [9,] 0.02551020 0.02659574 0.06410256 0.27778181 0.1628285 0.17857143
+## [10,] 0.02551020 0.02659574 0.06410256 0.27778181 0.1628285 0.17857143
+## [11,] 0.02551020 0.02659574 0.06410256 0.27778181 0.1628285 0.17857143
+## [12,] 0.02551020 0.02659574 0.06410256 0.27778181 0.1628285 0.17857143
+## [13,] 0.54477712 0.21136618 0.35104588 0.85695156 0.6691729 0.36395677
+## [14,] 0.54477712 0.21136618 0.35104588 0.85695156 0.6691729 0.36395677
+## [15,] 0.54477712 0.21136618 0.35104588 0.85695156 0.6691729 0.36395677
+## [16,] 0.54477712 0.21136618 0.35104588 0.85695156 0.6691729 0.36395677
+## [17,] 3.21428571 0.46743378 0.37127159 0.88396243 1.0958050 0.21173469
+## [18,] 0.46743378 2.58510638 0.55373704 0.32945773 0.9891928 0.29711246
+## [19,] 0.18563579 0.27686852 1.79487179 0.24478103 0.4117827 0.44162088
+## [20,] 0.44198122 0.16472886 0.24478103 0.63716814 0.2121084 0.21361410
+## [21,] 0.54790249 0.49459642 0.41178266 0.21210844 0.6269841 0.20386905
+## [22,] 0.10586735 0.14855623 0.44162088 0.21361410 0.2038690 0.44642857
+## [23,] 0.06569996 0.05809071 0.08316464 0.15859339 0.1244779 0.18115602
+## [24,] 0.03777473 0.07395663 0.09455128 0.03327093 0.1494200 0.08602335
+## [25,] 0.03662190 0.07309814 0.09351669 0.03269962 0.1437840 0.08112383
+## [,23] [,24] [,25]
+## [1,] 0.004098361 0.006147541 0.006147541
+## [2,] 0.004098361 0.006147541 0.006147541
+## [3,] 0.004098361 0.006147541 0.006147541
+## [4,] 0.004098361 0.006147541 0.006147541
+## [5,] 0.004098361 0.006147541 0.006147541
+## [6,] 0.004098361 0.006147541 0.006147541
+## [7,] 0.004098361 0.006147541 0.006147541
+## [8,] 0.004098361 0.006147541 0.006147541
+## [9,] 0.004098361 0.006147541 0.006147541
+## [10,] 0.004098361 0.006147541 0.006147541
+## [11,] 0.004098361 0.006147541 0.006147541
+## [12,] 0.004098361 0.006147541 0.006147541
+## [13,] 0.107456140 0.109311741 0.123567464
+## [14,] 0.107456140 0.109311741 0.123567464
+## [15,] 0.107456140 0.109311741 0.123567464
+## [16,] 0.107456140 0.109311741 0.123567464
+## [17,] 0.131399928 0.075549451 0.084102884
+## [18,] 0.116181411 0.147913257 0.167871269
+## [19,] 0.083164642 0.094551282 0.107381432
+## [20,] 0.158593386 0.033270933 0.037547649
+## [21,] 0.124477861 0.149420024 0.165101319
+## [22,] 0.181156015 0.086023352 0.093151213
+## [23,] 0.350877193 0.090587045 0.099140478
+## [24,] 0.090587045 0.278846154 0.299516952
+## [25,] 0.086339784 0.260844302 0.278846154
+##
+## $cnt_matrix_c_h
+## [,1] [,2] [,3] [,4] [,5]
+## [1,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [2,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [3,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [4,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [5,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [6,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [7,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [8,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [9,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [10,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [11,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [12,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [13,] 3.765818e-03 3.765818e-03 3.765818e-03 3.765818e-03 3.765818e-03
+## [14,] 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03
+## [15,] 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03
+## [16,] 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03
+## [17,] 4.251701e-04 4.251701e-04 4.251701e-04 4.251701e-04 4.251701e-04
+## [18,] 4.432624e-04 4.432624e-04 4.432624e-04 4.432624e-04 4.432624e-04
+## [19,] 5.341880e-04 5.341880e-04 5.341880e-04 5.341880e-04 5.341880e-04
+## [20,] 2.314848e-03 2.314848e-03 2.314848e-03 2.314848e-03 2.314848e-03
+## [21,] 1.356904e-03 1.356904e-03 1.356904e-03 1.356904e-03 1.356904e-03
+## [22,] 1.488095e-03 1.488095e-03 1.488095e-03 1.488095e-03 1.488095e-03
+## [23,] 3.415301e-05 3.415301e-05 3.415301e-05 3.415301e-05 3.415301e-05
+## [24,] 5.122951e-05 5.122951e-05 5.122951e-05 5.122951e-05 5.122951e-05
+## [25,] 4.461492e-05 4.461492e-05 4.461492e-05 4.461492e-05 4.461492e-05
+## [,6] [,7] [,8] [,9] [,10]
+## [1,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [2,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [3,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [4,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [5,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [6,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [7,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [8,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [9,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [10,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [11,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [12,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [13,] 3.765818e-03 3.765818e-03 3.765818e-03 3.765818e-03 3.765818e-03
+## [14,] 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03
+## [15,] 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03
+## [16,] 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03
+## [17,] 4.251701e-04 4.251701e-04 4.251701e-04 4.251701e-04 4.251701e-04
+## [18,] 4.432624e-04 4.432624e-04 4.432624e-04 4.432624e-04 4.432624e-04
+## [19,] 5.341880e-04 5.341880e-04 5.341880e-04 5.341880e-04 5.341880e-04
+## [20,] 2.314848e-03 2.314848e-03 2.314848e-03 2.314848e-03 2.314848e-03
+## [21,] 1.356904e-03 1.356904e-03 1.356904e-03 1.356904e-03 1.356904e-03
+## [22,] 1.488095e-03 1.488095e-03 1.488095e-03 1.488095e-03 1.488095e-03
+## [23,] 3.415301e-05 3.415301e-05 3.415301e-05 3.415301e-05 3.415301e-05
+## [24,] 5.122951e-05 5.122951e-05 5.122951e-05 5.122951e-05 5.122951e-05
+## [25,] 4.461492e-05 4.461492e-05 4.461492e-05 4.461492e-05 4.461492e-05
+## [,11] [,12] [,13] [,14] [,15] [,16]
+## [1,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [2,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [3,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [4,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [5,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [6,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [7,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [8,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [9,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [10,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [11,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [12,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [13,] 3.765818e-03 3.765818e-03 0.24342105 0.24342105 0.24342105 0.24342105
+## [14,] 2.741228e-03 2.741228e-03 0.24342105 0.24342105 0.24342105 0.24342105
+## [15,] 2.741228e-03 2.741228e-03 0.24342105 0.24342105 0.24342105 0.24342105
+## [16,] 2.741228e-03 2.741228e-03 0.24342105 0.24342105 0.24342105 0.24342105
+## [17,] 4.251701e-04 4.251701e-04 0.10895542 0.10895542 0.10895542 0.10895542
+## [18,] 4.432624e-04 4.432624e-04 0.04227324 0.04227324 0.04227324 0.04227324
+## [19,] 5.341880e-04 5.341880e-04 0.03510459 0.03510459 0.03510459 0.03510459
+## [20,] 2.314848e-03 2.314848e-03 0.08569516 0.08569516 0.08569516 0.08569516
+## [21,] 1.356904e-03 1.356904e-03 0.06691729 0.06691729 0.06691729 0.06691729
+## [22,] 1.488095e-03 1.488095e-03 0.03639568 0.03639568 0.03639568 0.03639568
+## [23,] 3.415301e-05 3.415301e-05 0.01074561 0.01074561 0.01074561 0.01074561
+## [24,] 5.122951e-05 5.122951e-05 0.01093117 0.01093117 0.01093117 0.01093117
+## [25,] 4.461492e-05 4.461492e-05 0.01076128 0.01076128 0.01076128 0.01076128
+## [,17] [,18] [,19] [,20] [,21] [,22]
+## [1,] 0.02551020 0.02659574 0.06410256 0.27778181 0.1628285 0.17857143
+## [2,] 0.02551020 0.02659574 0.06410256 0.27778181 0.1628285 0.17857143
+## [3,] 0.02551020 0.02659574 0.06410256 0.27778181 0.1628285 0.17857143
+## [4,] 0.02551020 0.02659574 0.06410256 0.27778181 0.1628285 0.17857143
+## [5,] 0.02551020 0.02659574 0.06410256 0.27778181 0.1628285 0.17857143
+## [6,] 0.02551020 0.02659574 0.06410256 0.27778181 0.1628285 0.17857143
+## [7,] 0.02551020 0.02659574 0.06410256 0.27778181 0.1628285 0.17857143
+## [8,] 0.02551020 0.02659574 0.06410256 0.27778181 0.1628285 0.17857143
+## [9,] 0.02551020 0.02659574 0.06410256 0.27778181 0.1628285 0.17857143
+## [10,] 0.02551020 0.02659574 0.06410256 0.27778181 0.1628285 0.17857143
+## [11,] 0.02551020 0.02659574 0.06410256 0.27778181 0.1628285 0.17857143
+## [12,] 0.02551020 0.02659574 0.06410256 0.27778181 0.1628285 0.17857143
+## [13,] 0.54477712 0.21136618 0.35104588 0.85695156 0.6691729 0.36395677
+## [14,] 0.54477712 0.21136618 0.35104588 0.85695156 0.6691729 0.36395677
+## [15,] 0.54477712 0.21136618 0.35104588 0.85695156 0.6691729 0.36395677
+## [16,] 0.54477712 0.21136618 0.35104588 0.85695156 0.6691729 0.36395677
+## [17,] 3.21428571 0.46743378 0.37127159 0.88396243 1.0958050 0.21173469
+## [18,] 0.46743378 2.58510638 0.55373704 0.32945773 0.9891928 0.29711246
+## [19,] 0.18563579 0.27686852 1.79487179 0.24478103 0.4117827 0.44162088
+## [20,] 0.44198122 0.16472886 0.24478103 0.63716814 0.2121084 0.21361410
+## [21,] 0.54790249 0.49459642 0.41178266 0.21210844 0.6269841 0.20386905
+## [22,] 0.10586735 0.14855623 0.44162088 0.21361410 0.2038690 0.44642857
+## [23,] 0.06569996 0.05809071 0.08316464 0.15859339 0.1244779 0.18115602
+## [24,] 0.03777473 0.07395663 0.09455128 0.03327093 0.1494200 0.08602335
+## [25,] 0.03662190 0.07309814 0.09351669 0.03269962 0.1437840 0.08112383
+## [,23] [,24] [,25]
+## [1,] 0.004098361 0.006147541 0.006147541
+## [2,] 0.004098361 0.006147541 0.006147541
+## [3,] 0.004098361 0.006147541 0.006147541
+## [4,] 0.004098361 0.006147541 0.006147541
+## [5,] 0.004098361 0.006147541 0.006147541
+## [6,] 0.004098361 0.006147541 0.006147541
+## [7,] 0.004098361 0.006147541 0.006147541
+## [8,] 0.004098361 0.006147541 0.006147541
+## [9,] 0.004098361 0.006147541 0.006147541
+## [10,] 0.004098361 0.006147541 0.006147541
+## [11,] 0.004098361 0.006147541 0.006147541
+## [12,] 0.004098361 0.006147541 0.006147541
+## [13,] 0.107456140 0.109311741 0.123567464
+## [14,] 0.107456140 0.109311741 0.123567464
+## [15,] 0.107456140 0.109311741 0.123567464
+## [16,] 0.107456140 0.109311741 0.123567464
+## [17,] 0.131399928 0.075549451 0.084102884
+## [18,] 0.116181411 0.147913257 0.167871269
+## [19,] 0.083164642 0.094551282 0.107381432
+## [20,] 0.158593386 0.033270933 0.037547649
+## [21,] 0.124477861 0.149420024 0.165101319
+## [22,] 0.181156015 0.086023352 0.093151213
+## [23,] 0.350877193 0.090587045 0.099140478
+## [24,] 0.090587045 0.278846154 0.299516952
+## [25,] 0.086339784 0.260844302 0.278846154
+##
+## $pwp_c
+## [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] [,13]
+## [1,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [2,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [3,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [4,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [5,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [6,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [7,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [8,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [9,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [10,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [11,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [12,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [13,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [14,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [15,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [16,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [17,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [18,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [19,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [20,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [21,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [22,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [23,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [24,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [25,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [,14] [,15] [,16] [,17] [,18] [,19] [,20] [,21] [,22]
+## [1,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [2,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [3,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [4,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [5,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [6,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [7,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [8,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [9,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [10,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [11,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [12,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [13,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [14,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [15,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [16,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [17,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [18,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [19,] 0 0 0 0 0 0.031452793 0.01472129 0.009197436 0
+## [20,] 0 0 0 0 0 0.004289469 0.03831970 0.004737581 0
+## [21,] 0 0 0 0 0 0.007215955 0.01275634 0.014004102 0
+## [22,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [23,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [24,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [25,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [,23] [,24] [,25]
+## [1,] 0 0 0
+## [2,] 0 0 0
+## [3,] 0 0 0
+## [4,] 0 0 0
+## [5,] 0 0 0
+## [6,] 0 0 0
+## [7,] 0 0 0
+## [8,] 0 0 0
+## [9,] 0 0 0
+## [10,] 0 0 0
+## [11,] 0 0 0
+## [12,] 0 0 0
+## [13,] 0 0 0
+## [14,] 0 0 0
+## [15,] 0 0 0
+## [16,] 0 0 0
+## [17,] 0 0 0
+## [18,] 0 0 0
+## [19,] 0 0 0
+## [20,] 0 0 0
+## [21,] 0 0 0
+## [22,] 0 0 0
+## [23,] 0 0 0
+## [24,] 0 0 0
+## [25,] 0 0 0
+##
+## $pwn_c
+## [,1] [,2] [,3] [,4] [,5] [,6]
+## [1,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [2,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [3,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [4,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [5,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [6,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [7,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [8,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [9,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [10,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [11,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [12,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [13,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [14,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [15,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [16,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [17,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [18,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [19,] 0.000534188 0.000534188 0.000534188 0.000534188 0.000534188 0.000534188
+## [20,] 0.002314848 0.002314848 0.002314848 0.002314848 0.002314848 0.002314848
+## [21,] 0.001356904 0.001356904 0.001356904 0.001356904 0.001356904 0.001356904
+## [22,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [23,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [24,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [25,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [,7] [,8] [,9] [,10] [,11] [,12]
+## [1,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [2,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [3,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [4,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [5,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [6,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [7,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [8,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [9,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [10,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [11,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [12,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [13,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [14,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [15,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [16,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [17,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [18,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [19,] 0.000534188 0.000534188 0.000534188 0.000534188 0.000534188 0.000534188
+## [20,] 0.002314848 0.002314848 0.002314848 0.002314848 0.002314848 0.002314848
+## [21,] 0.001356904 0.001356904 0.001356904 0.001356904 0.001356904 0.001356904
+## [22,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [23,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [24,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [25,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [,13] [,14] [,15] [,16] [,17] [,18] [,19]
+## [1,] 0.00000000 0.00000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
+## [2,] 0.00000000 0.00000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
+## [3,] 0.00000000 0.00000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
+## [4,] 0.00000000 0.00000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
+## [5,] 0.00000000 0.00000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
+## [6,] 0.00000000 0.00000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
+## [7,] 0.00000000 0.00000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
+## [8,] 0.00000000 0.00000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
+## [9,] 0.00000000 0.00000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
+## [10,] 0.00000000 0.00000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
+## [11,] 0.00000000 0.00000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
+## [12,] 0.00000000 0.00000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
+## [13,] 0.00000000 0.00000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
+## [14,] 0.00000000 0.00000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
+## [15,] 0.00000000 0.00000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
+## [16,] 0.00000000 0.00000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
+## [17,] 0.00000000 0.00000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
+## [18,] 0.00000000 0.00000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
+## [19,] 0.03510459 0.03510459 0.03510459 0.03510459 0.1856358 0.2768685 1.7634190
+## [20,] 0.08569516 0.08569516 0.08569516 0.08569516 0.4419812 0.1647289 0.2404916
+## [21,] 0.06691729 0.06691729 0.06691729 0.06691729 0.5479025 0.4945964 0.4045667
+## [22,] 0.00000000 0.00000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
+## [23,] 0.00000000 0.00000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
+## [24,] 0.00000000 0.00000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
+## [25,] 0.00000000 0.00000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
+## [,20] [,21] [,22] [,23] [,24] [,25]
+## [1,] 0.0000000 0.0000000 0.0000000 0.00000000 0.00000000 0.00000000
+## [2,] 0.0000000 0.0000000 0.0000000 0.00000000 0.00000000 0.00000000
+## [3,] 0.0000000 0.0000000 0.0000000 0.00000000 0.00000000 0.00000000
+## [4,] 0.0000000 0.0000000 0.0000000 0.00000000 0.00000000 0.00000000
+## [5,] 0.0000000 0.0000000 0.0000000 0.00000000 0.00000000 0.00000000
+## [6,] 0.0000000 0.0000000 0.0000000 0.00000000 0.00000000 0.00000000
+## [7,] 0.0000000 0.0000000 0.0000000 0.00000000 0.00000000 0.00000000
+## [8,] 0.0000000 0.0000000 0.0000000 0.00000000 0.00000000 0.00000000
+## [9,] 0.0000000 0.0000000 0.0000000 0.00000000 0.00000000 0.00000000
+## [10,] 0.0000000 0.0000000 0.0000000 0.00000000 0.00000000 0.00000000
+## [11,] 0.0000000 0.0000000 0.0000000 0.00000000 0.00000000 0.00000000
+## [12,] 0.0000000 0.0000000 0.0000000 0.00000000 0.00000000 0.00000000
+## [13,] 0.0000000 0.0000000 0.0000000 0.00000000 0.00000000 0.00000000
+## [14,] 0.0000000 0.0000000 0.0000000 0.00000000 0.00000000 0.00000000
+## [15,] 0.0000000 0.0000000 0.0000000 0.00000000 0.00000000 0.00000000
+## [16,] 0.0000000 0.0000000 0.0000000 0.00000000 0.00000000 0.00000000
+## [17,] 0.0000000 0.0000000 0.0000000 0.00000000 0.00000000 0.00000000
+## [18,] 0.0000000 0.0000000 0.0000000 0.00000000 0.00000000 0.00000000
+## [19,] 0.2300597 0.4025852 0.4416209 0.08316464 0.09455128 0.10738143
+## [20,] 0.5988484 0.2073709 0.2136141 0.15859339 0.03327093 0.03754765
+## [21,] 0.1993521 0.6129800 0.2038690 0.12447786 0.14942002 0.16510132
+## [22,] 0.0000000 0.0000000 0.0000000 0.00000000 0.00000000 0.00000000
+## [23,] 0.0000000 0.0000000 0.0000000 0.00000000 0.00000000 0.00000000
+## [24,] 0.0000000 0.0000000 0.0000000 0.00000000 0.00000000 0.00000000
+## [25,] 0.0000000 0.0000000 0.0000000 0.00000000 0.00000000 0.00000000
+##
+## $nwp_c
+## [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] [,13]
+## [1,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [2,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [3,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [4,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [5,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [6,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [7,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [8,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [9,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [10,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [11,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [12,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [13,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [14,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [15,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [16,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [17,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [18,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [19,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [20,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [21,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [22,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [23,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [24,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [25,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [,14] [,15] [,16] [,17] [,18] [,19] [,20] [,21] [,22]
+## [1,] 0 0 0 0 0 0.032051282 0.133482797 0.079456619 0
+## [2,] 0 0 0 0 0 0.032051282 0.133482797 0.079456619 0
+## [3,] 0 0 0 0 0 0.032051282 0.133482797 0.079456619 0
+## [4,] 0 0 0 0 0 0.032051282 0.133482797 0.079456619 0
+## [5,] 0 0 0 0 0 0.032051282 0.133482797 0.079456619 0
+## [6,] 0 0 0 0 0 0.032051282 0.133482797 0.079456619 0
+## [7,] 0 0 0 0 0 0.032051282 0.133482797 0.079456619 0
+## [8,] 0 0 0 0 0 0.032051282 0.133482797 0.079456619 0
+## [9,] 0 0 0 0 0 0.032051282 0.133482797 0.079456619 0
+## [10,] 0 0 0 0 0 0.032051282 0.133482797 0.079456619 0
+## [11,] 0 0 0 0 0 0.032051282 0.133482797 0.079456619 0
+## [12,] 0 0 0 0 0 0.032051282 0.133482797 0.079456619 0
+## [13,] 0 0 0 0 0 0.006151622 0.051537620 0.014946416 0
+## [14,] 0 0 0 0 0 0.006151622 0.051537620 0.014946416 0
+## [15,] 0 0 0 0 0 0.006151622 0.051537620 0.014946416 0
+## [16,] 0 0 0 0 0 0.006151622 0.051537620 0.014946416 0
+## [17,] 0 0 0 0 0 0.006506051 0.053162071 0.024475523 0
+## [18,] 0 0 0 0 0 0.009703521 0.019813800 0.022094271 0
+## [19,] 0 0 0 0 0 0.031452793 0.014721289 0.009197436 0
+## [20,] 0 0 0 0 0 0.004289469 0.038319703 0.004737581 0
+## [21,] 0 0 0 0 0 0.007215955 0.012756339 0.014004102 0
+## [22,] 0 0 0 0 0 0.007738831 0.012846890 0.004553549 0
+## [23,] 0 0 0 0 0 0.001457352 0.009537909 0.002780295 0
+## [24,] 0 0 0 0 0 0.001656888 0.002000935 0.003337394 0
+## [25,] 0 0 0 0 0 0.001638758 0.001966576 0.003211509 0
+## [,23] [,24] [,25]
+## [1,] 0 0 0
+## [2,] 0 0 0
+## [3,] 0 0 0
+## [4,] 0 0 0
+## [5,] 0 0 0
+## [6,] 0 0 0
+## [7,] 0 0 0
+## [8,] 0 0 0
+## [9,] 0 0 0
+## [10,] 0 0 0
+## [11,] 0 0 0
+## [12,] 0 0 0
+## [13,] 0 0 0
+## [14,] 0 0 0
+## [15,] 0 0 0
+## [16,] 0 0 0
+## [17,] 0 0 0
+## [18,] 0 0 0
+## [19,] 0 0 0
+## [20,] 0 0 0
+## [21,] 0 0 0
+## [22,] 0 0 0
+## [23,] 0 0 0
+## [24,] 0 0 0
+## [25,] 0 0 0
+##
+## $nwn_c
+## [,1] [,2] [,3] [,4] [,5]
+## [1,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [2,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [3,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [4,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [5,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [6,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [7,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [8,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [9,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [10,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [11,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [12,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [13,] 3.765818e-03 3.765818e-03 3.765818e-03 3.765818e-03 3.765818e-03
+## [14,] 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03
+## [15,] 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03
+## [16,] 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03
+## [17,] 4.251701e-04 4.251701e-04 4.251701e-04 4.251701e-04 4.251701e-04
+## [18,] 4.432624e-04 4.432624e-04 4.432624e-04 4.432624e-04 4.432624e-04
+## [19,] 5.341880e-04 5.341880e-04 5.341880e-04 5.341880e-04 5.341880e-04
+## [20,] 2.314848e-03 2.314848e-03 2.314848e-03 2.314848e-03 2.314848e-03
+## [21,] 1.356904e-03 1.356904e-03 1.356904e-03 1.356904e-03 1.356904e-03
+## [22,] 1.488095e-03 1.488095e-03 1.488095e-03 1.488095e-03 1.488095e-03
+## [23,] 3.415301e-05 3.415301e-05 3.415301e-05 3.415301e-05 3.415301e-05
+## [24,] 5.122951e-05 5.122951e-05 5.122951e-05 5.122951e-05 5.122951e-05
+## [25,] 4.461492e-05 4.461492e-05 4.461492e-05 4.461492e-05 4.461492e-05
+## [,6] [,7] [,8] [,9] [,10]
+## [1,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [2,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [3,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [4,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [5,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [6,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [7,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [8,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [9,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [10,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [11,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [12,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [13,] 3.765818e-03 3.765818e-03 3.765818e-03 3.765818e-03 3.765818e-03
+## [14,] 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03
+## [15,] 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03
+## [16,] 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03
+## [17,] 4.251701e-04 4.251701e-04 4.251701e-04 4.251701e-04 4.251701e-04
+## [18,] 4.432624e-04 4.432624e-04 4.432624e-04 4.432624e-04 4.432624e-04
+## [19,] 5.341880e-04 5.341880e-04 5.341880e-04 5.341880e-04 5.341880e-04
+## [20,] 2.314848e-03 2.314848e-03 2.314848e-03 2.314848e-03 2.314848e-03
+## [21,] 1.356904e-03 1.356904e-03 1.356904e-03 1.356904e-03 1.356904e-03
+## [22,] 1.488095e-03 1.488095e-03 1.488095e-03 1.488095e-03 1.488095e-03
+## [23,] 3.415301e-05 3.415301e-05 3.415301e-05 3.415301e-05 3.415301e-05
+## [24,] 5.122951e-05 5.122951e-05 5.122951e-05 5.122951e-05 5.122951e-05
+## [25,] 4.461492e-05 4.461492e-05 4.461492e-05 4.461492e-05 4.461492e-05
+## [,11] [,12] [,13] [,14] [,15] [,16]
+## [1,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [2,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [3,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [4,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [5,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [6,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [7,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [8,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [9,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [10,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [11,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [12,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [13,] 3.765818e-03 3.765818e-03 0.24342105 0.24342105 0.24342105 0.24342105
+## [14,] 2.741228e-03 2.741228e-03 0.24342105 0.24342105 0.24342105 0.24342105
+## [15,] 2.741228e-03 2.741228e-03 0.24342105 0.24342105 0.24342105 0.24342105
+## [16,] 2.741228e-03 2.741228e-03 0.24342105 0.24342105 0.24342105 0.24342105
+## [17,] 4.251701e-04 4.251701e-04 0.10895542 0.10895542 0.10895542 0.10895542
+## [18,] 4.432624e-04 4.432624e-04 0.04227324 0.04227324 0.04227324 0.04227324
+## [19,] 5.341880e-04 5.341880e-04 0.03510459 0.03510459 0.03510459 0.03510459
+## [20,] 2.314848e-03 2.314848e-03 0.08569516 0.08569516 0.08569516 0.08569516
+## [21,] 1.356904e-03 1.356904e-03 0.06691729 0.06691729 0.06691729 0.06691729
+## [22,] 1.488095e-03 1.488095e-03 0.03639568 0.03639568 0.03639568 0.03639568
+## [23,] 3.415301e-05 3.415301e-05 0.01074561 0.01074561 0.01074561 0.01074561
+## [24,] 5.122951e-05 5.122951e-05 0.01093117 0.01093117 0.01093117 0.01093117
+## [25,] 4.461492e-05 4.461492e-05 0.01076128 0.01076128 0.01076128 0.01076128
+## [,17] [,18] [,19] [,20] [,21] [,22]
+## [1,] 0.02551020 0.02659574 0.03205128 0.14429901 0.0833719 0.17857143
+## [2,] 0.02551020 0.02659574 0.03205128 0.14429901 0.0833719 0.17857143
+## [3,] 0.02551020 0.02659574 0.03205128 0.14429901 0.0833719 0.17857143
+## [4,] 0.02551020 0.02659574 0.03205128 0.14429901 0.0833719 0.17857143
+## [5,] 0.02551020 0.02659574 0.03205128 0.14429901 0.0833719 0.17857143
+## [6,] 0.02551020 0.02659574 0.03205128 0.14429901 0.0833719 0.17857143
+## [7,] 0.02551020 0.02659574 0.03205128 0.14429901 0.0833719 0.17857143
+## [8,] 0.02551020 0.02659574 0.03205128 0.14429901 0.0833719 0.17857143
+## [9,] 0.02551020 0.02659574 0.03205128 0.14429901 0.0833719 0.17857143
+## [10,] 0.02551020 0.02659574 0.03205128 0.14429901 0.0833719 0.17857143
+## [11,] 0.02551020 0.02659574 0.03205128 0.14429901 0.0833719 0.17857143
+## [12,] 0.02551020 0.02659574 0.03205128 0.14429901 0.0833719 0.17857143
+## [13,] 0.54477712 0.21136618 0.34489426 0.80541394 0.6542265 0.36395677
+## [14,] 0.54477712 0.21136618 0.34489426 0.80541394 0.6542265 0.36395677
+## [15,] 0.54477712 0.21136618 0.34489426 0.80541394 0.6542265 0.36395677
+## [16,] 0.54477712 0.21136618 0.34489426 0.80541394 0.6542265 0.36395677
+## [17,] 3.21428571 0.46743378 0.36476553 0.83080036 1.0713295 0.21173469
+## [18,] 0.46743378 2.58510638 0.54403352 0.30964393 0.9670986 0.29711246
+## [19,] 0.18563579 0.27686852 1.76341900 0.23005974 0.4025852 0.44162088
+## [20,] 0.44198122 0.16472886 0.24049156 0.59884844 0.2073709 0.21361410
+## [21,] 0.54790249 0.49459642 0.40456671 0.19935210 0.6129800 0.20386905
+## [22,] 0.10586735 0.14855623 0.43388205 0.20076721 0.1993155 0.44642857
+## [23,] 0.06569996 0.05809071 0.08170729 0.14905548 0.1216976 0.18115602
+## [24,] 0.03777473 0.07395663 0.09289439 0.03127000 0.1460826 0.08602335
+## [25,] 0.03662190 0.07309814 0.09187793 0.03073304 0.1405725 0.08112383
+## [,23] [,24] [,25]
+## [1,] 0.004098361 0.006147541 0.006147541
+## [2,] 0.004098361 0.006147541 0.006147541
+## [3,] 0.004098361 0.006147541 0.006147541
+## [4,] 0.004098361 0.006147541 0.006147541
+## [5,] 0.004098361 0.006147541 0.006147541
+## [6,] 0.004098361 0.006147541 0.006147541
+## [7,] 0.004098361 0.006147541 0.006147541
+## [8,] 0.004098361 0.006147541 0.006147541
+## [9,] 0.004098361 0.006147541 0.006147541
+## [10,] 0.004098361 0.006147541 0.006147541
+## [11,] 0.004098361 0.006147541 0.006147541
+## [12,] 0.004098361 0.006147541 0.006147541
+## [13,] 0.107456140 0.109311741 0.123567464
+## [14,] 0.107456140 0.109311741 0.123567464
+## [15,] 0.107456140 0.109311741 0.123567464
+## [16,] 0.107456140 0.109311741 0.123567464
+## [17,] 0.131399928 0.075549451 0.084102884
+## [18,] 0.116181411 0.147913257 0.167871269
+## [19,] 0.083164642 0.094551282 0.107381432
+## [20,] 0.158593386 0.033270933 0.037547649
+## [21,] 0.124477861 0.149420024 0.165101319
+## [22,] 0.181156015 0.086023352 0.093151213
+## [23,] 0.350877193 0.090587045 0.099140478
+## [24,] 0.090587045 0.278846154 0.299516952
+## [25,] 0.086339784 0.260844302 0.278846154
+
+RSVempty@model # This is the R interface to the cpp class defined in src/RunIntervention.cpp
## C++ object <0x7fa21426e000> of class 'RunInterventions' <0x7fa2137b2e30>
+
+RSVempty@model_par # This gives the burn-in and run_yrs (how long the model is run for after bur-in).
## $burnin_yrs
+## [1] 2
+##
+## $run_yrs
+## [1] 10
+
+RSVempty@econ_par # Parameters associated with the economics of the model, time_horizon is currently set to 10 years, and the discount rate is 3.5%
## $time_horizon
+## [1] 10
+##
+## $discount_rate
+## [1] 0.035
+
+RSVempty@post # Posterior distributions fitted to UK-specific data
## xi si g0 g1 g2 om pA1 pA2
+## 1 123.8860 4.20082 5.61740 0.895885 0.910452 353.187 0.1745370 0.1833660
+## 2 122.6550 4.27503 5.48436 0.895451 0.916051 353.941 0.1306740 0.1685980
+## 3 123.3960 4.29448 5.37804 0.905692 0.925095 352.472 0.1137880 0.1747900
+## 4 120.9670 4.40520 5.33512 0.911488 0.903825 350.847 0.0880553 0.1453590
+## 5 117.2580 4.33905 5.47419 0.893035 0.920883 355.834 0.0624126 0.1674080
+## 6 116.2120 4.41779 5.30008 0.888892 0.926408 352.251 0.1011940 0.1592350
+## 7 119.9880 4.26626 5.45346 0.886884 0.928802 355.428 0.1124210 0.1725550
+## 8 125.5860 4.32803 5.39822 0.908898 0.902345 350.968 0.0774673 0.1752450
+## 9 114.5170 4.32906 5.30759 0.900241 0.915485 350.382 0.1065850 0.1651100
+## 10 114.5170 4.32906 5.30759 0.900241 0.915485 350.382 0.1065850 0.1651100
+## 11 115.3320 4.18436 5.39478 0.902782 0.929511 353.647 0.0851607 0.1757760
+## 12 115.3320 4.18436 5.39478 0.902782 0.929511 353.647 0.0851607 0.1757760
+## 13 153.9510 4.32904 6.61186 0.895089 0.757844 349.577 0.1870800 0.2154580
+## 14 122.7810 4.23944 5.56385 0.898966 0.930189 360.014 0.0385537 0.2080290
+## 15 114.0770 4.34996 5.29493 0.907727 0.925832 354.134 0.0430657 0.1800560
+## 16 127.5300 4.24463 5.67033 0.890267 0.909011 351.999 0.1966840 0.1967030
+## 17 127.5300 4.24463 5.67033 0.890267 0.909011 351.999 0.1966840 0.1967030
+## 18 127.5300 4.24463 5.67033 0.890267 0.909011 351.999 0.1966840 0.1967030
+## 19 125.6000 4.52845 5.19260 0.917121 0.868859 341.271 0.2146980 0.1549950
+## 20 122.8720 4.29349 5.49685 0.887770 0.902362 344.844 0.2233880 0.1967060
+## 21 122.8720 4.29349 5.49685 0.887770 0.902362 344.844 0.2233880 0.1967060
+## 22 140.9360 4.12520 5.96031 0.880373 0.868623 349.726 0.2055850 0.2230520
+## 23 129.0350 4.22598 5.74020 0.881497 0.896114 348.134 0.2068490 0.2240230
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+## 229 120.9160 4.24766 5.70298 0.897438 0.888857 346.703 0.0683123 0.1608410
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+## 232 125.4350 4.80058 5.48493 0.893690 0.878919 348.039 0.0564109 0.1861160
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+## 235 125.4350 4.80058 5.48493 0.893690 0.878919 348.039 0.0564109 0.1861160
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+## 237 125.4350 4.80058 5.48493 0.893690 0.878919 348.039 0.0564109 0.1861160
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+## 242 121.1790 4.67042 6.33668 0.896596 0.792695 352.798 0.0883855 0.2133620
+## 243 130.6530 4.62663 5.72269 0.897794 0.864156 348.583 0.0951345 0.1664040
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+## 253 134.3080 4.95044 5.69266 0.899420 0.879271 351.233 0.0902977 0.1997730
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+## 264 142.3430 5.21849 5.93888 0.888188 0.830935 357.403 0.0653814 0.2054860
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+## 268 144.4840 5.06148 5.98366 0.891359 0.835749 358.244 0.1119430 0.1305210
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+## 276 115.2150 4.46760 5.76679 0.879683 0.849955 351.117 0.1003480 0.1569840
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+## 278 142.4770 5.29485 5.86906 0.882560 0.829234 355.678 0.1228630 0.1704290
+## 279 132.4230 4.94295 5.63741 0.888104 0.836000 349.221 0.1103700 0.1449390
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+## 281 144.6770 5.28135 5.91094 0.887114 0.848302 357.850 0.1174690 0.1967540
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+## 286 124.5780 4.74570 5.66704 0.906934 0.819309 354.413 0.0641070 0.1462760
+## 287 143.7160 5.12216 5.80294 0.899889 0.838233 352.706 0.1215770 0.1519580
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+## 291 141.7330 5.25044 5.70796 0.878790 0.852700 350.321 0.1010590 0.1750320
+## 292 147.5620 5.01239 5.82424 0.891016 0.876037 353.919 0.1248730 0.1724260
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+## 434 131.1770 4.97163 6.48716 0.867361 0.777233 356.891 0.0723895 0.1950820
+## 435 137.9140 5.19809 6.44354 0.876993 0.773193 359.607 0.0841465 0.2069480
+## 436 142.9600 5.04766 6.54890 0.872804 0.800448 358.591 0.0758568 0.2298560
+## 437 141.9310 4.99074 6.64576 0.881197 0.804009 359.261 0.0515811 0.2448690
+## 438 137.0710 5.05452 6.34232 0.879151 0.790256 361.303 0.1056650 0.1779000
+## 439 143.8890 5.32046 6.20982 0.895566 0.783569 364.518 0.1298900 0.1941340
+## 440 133.2700 5.18696 6.25549 0.890825 0.791699 359.902 0.0945204 0.2167770
+## 441 139.0330 5.36085 6.20160 0.892645 0.778266 361.439 0.1007080 0.1949280
+## 442 140.9260 5.43166 6.20555 0.881965 0.756286 360.071 0.0962576 0.1712720
+## 443 139.9050 5.28050 6.24717 0.882411 0.773697 359.454 0.0609248 0.1697660
+## 444 130.1590 5.22263 6.19291 0.888422 0.789576 357.955 0.0297736 0.1922970
+## 445 124.8820 5.09700 6.13565 0.886953 0.793634 358.024 0.0219543 0.1780120
+## 446 131.2560 5.28286 6.10525 0.900173 0.772107 361.819 0.0810995 0.1881680
+## 447 123.1070 5.03270 6.23296 0.872513 0.787432 347.245 0.1846310 0.1698270
+## 448 128.3610 5.06859 6.37942 0.887906 0.770054 361.078 0.0729669 0.2044660
+## 449 143.0660 5.36034 6.30865 0.873023 0.766416 361.900 0.0513675 0.1980480
+## 450 143.0660 5.36034 6.30865 0.873023 0.766416 361.900 0.0513675 0.1980480
+## 451 143.6300 5.51522 6.28309 0.891243 0.763981 363.456 0.0576195 0.2399740
+## 452 143.6300 5.51522 6.28309 0.891243 0.763981 363.456 0.0576195 0.2399740
+## 453 143.6300 5.51522 6.28309 0.891243 0.763981 363.456 0.0576195 0.2399740
+## 454 143.6300 5.51522 6.28309 0.891243 0.763981 363.456 0.0576195 0.2399740
+## 455 136.1640 5.27337 6.34362 0.863351 0.783019 356.964 0.0584123 0.1927880
+## 456 130.1330 5.20261 6.32049 0.870303 0.787376 362.978 0.0718656 0.1965150
+## 457 127.2740 5.11077 6.26337 0.872244 0.789786 359.926 0.0751870 0.1788740
+## 458 128.4050 4.83838 6.40242 0.862363 0.805356 356.197 0.1064770 0.1681240
+## 459 129.3180 4.93465 6.48316 0.858974 0.798018 356.035 0.0894080 0.1826150
+## 460 137.4600 5.18024 6.45850 0.883631 0.755979 362.601 0.1212010 0.2126060
+## 461 134.7600 5.19281 6.16500 0.873758 0.790340 360.162 0.0778200 0.1887150
+## 462 135.5820 5.38022 6.26170 0.860962 0.778930 364.006 0.0485907 0.1956190
+## 463 133.2760 5.30284 6.28864 0.859313 0.777947 360.640 0.0928123 0.1771710
+## 464 136.5620 5.35018 6.27219 0.876370 0.776414 362.911 0.0141124 0.2088410
+## 465 132.3410 5.37040 6.34717 0.892227 0.731464 362.951 0.0529146 0.2046060
+## 466 129.3710 5.40119 6.15027 0.885784 0.769205 361.242 0.0860575 0.2053080
+## 467 129.3100 5.47043 6.08058 0.887314 0.779090 361.049 0.0694687 0.2085300
+## 468 129.8460 5.10821 6.19142 0.878939 0.795839 359.193 0.0930673 0.2205450
+## 469 135.5810 4.76532 6.10636 0.896036 0.813304 361.041 0.0388615 0.1704240
+## 470 127.7780 4.95474 6.21487 0.877942 0.802456 359.630 0.0805515 0.1865290
+## 471 133.7670 5.01507 6.31645 0.870241 0.797533 356.958 0.0727436 0.1483420
+## 472 125.3180 4.79304 6.36611 0.889547 0.781467 357.287 0.0474416 0.1233480
+## 473 122.0670 5.07791 6.02571 0.897555 0.782718 358.341 0.0222252 0.1517260
+## 474 132.5160 4.33703 5.75654 0.915905 0.924683 352.130 0.1242430 0.1363820
+## 475 133.3340 4.61860 5.89994 0.910621 0.868075 355.227 0.1025810 0.1667920
+## 476 128.0070 4.62473 6.09816 0.902239 0.821007 354.596 0.0697320 0.1551310
+## 477 122.5480 4.33596 6.10785 0.886789 0.863164 349.828 0.0934346 0.1682300
+## 478 128.8370 4.51051 6.15236 0.886168 0.855627 353.042 0.0752969 0.1818230
+## 479 141.3260 4.99657 6.41139 0.902015 0.769633 357.371 0.0724896 0.2032560
+## 480 135.8490 4.96465 6.52260 0.863970 0.776211 355.641 0.1147950 0.1480780
+## 481 135.1610 5.05353 6.52631 0.888416 0.753794 360.708 0.0883514 0.2000250
+## 482 140.5360 4.90929 6.31367 0.901327 0.790297 360.714 0.0564435 0.2116740
+## 483 127.7610 5.34214 6.38567 0.865275 0.759378 358.966 0.0786603 0.1430220
+## 484 119.5560 5.16754 6.21465 0.860109 0.784672 359.445 0.0580236 0.1852450
+## 485 126.7080 5.29736 6.23273 0.878418 0.748728 360.514 0.0728224 0.2015080
+## 486 120.6660 5.17564 6.06019 0.868294 0.774274 358.107 0.1398740 0.1575900
+## 487 120.6660 5.17564 6.06019 0.868294 0.774274 358.107 0.1398740 0.1575900
+## 488 137.8700 4.44100 5.90104 0.905876 0.849521 352.577 0.0854015 0.1165510
+## 489 127.1130 4.78685 6.18229 0.879925 0.757210 353.334 0.1100920 0.1243070
+## 490 135.7040 4.95383 6.27247 0.891885 0.740264 356.863 0.1162340 0.1192560
+## 491 141.1030 4.98031 6.40200 0.876023 0.836981 364.790 0.0401425 0.2752710
+## 492 130.4160 4.70449 6.51306 0.860796 0.828068 355.262 0.0758775 0.1955400
+## 493 125.2310 5.01666 6.25135 0.865612 0.749662 355.935 0.1291160 0.1536720
+## 494 128.0120 5.14917 6.25865 0.868931 0.713487 356.917 0.1089210 0.1612260
+## 495 136.4380 4.87933 5.99075 0.887381 0.772518 357.056 0.0881876 0.1351130
+## 496 136.1670 4.96664 6.22857 0.869945 0.781980 359.846 0.0838857 0.1812350
+## 497 140.1800 4.82850 6.65280 0.864907 0.773825 357.962 0.0692364 0.1618780
+## 498 122.6120 4.72309 6.18582 0.862001 0.817514 356.464 0.0959620 0.1978540
+## 499 116.8480 4.48926 6.06537 0.849517 0.823165 349.582 0.1206980 0.1607390
+## 500 119.7140 4.41075 5.95564 0.858758 0.794743 348.583 0.1312980 0.1275830
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+## 502 132.5370 4.80910 6.36417 0.865431 0.747632 353.283 0.1274560 0.0994328
+## 503 132.5370 4.80910 6.36417 0.865431 0.747632 353.283 0.1274560 0.0994328
+## 504 135.2650 4.70904 6.20437 0.898980 0.808325 361.970 0.0721951 0.1785010
+## 505 127.5640 5.04345 6.18785 0.867717 0.771983 356.228 0.1339570 0.1544370
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+## 507 123.1950 5.09175 6.36918 0.875320 0.797560 361.784 0.0727529 0.1995380
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+## 509 125.4010 5.03241 6.40737 0.864638 0.791391 359.138 0.0917315 0.1486120
+## 510 129.6320 4.75581 6.43083 0.860658 0.808685 353.422 0.1028520 0.1475750
+## 511 126.5240 4.87267 6.31428 0.837966 0.782452 349.619 0.1606780 0.1453200
+## 512 141.5470 4.96972 6.10403 0.898846 0.776655 361.605 0.0667212 0.2226190
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+## 519 149.3320 4.66509 6.01722 0.896397 0.892680 360.700 0.0756710 0.1705440
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+## 526 135.1470 4.84976 6.22334 0.893644 0.758399 357.836 0.1250460 0.1463330
+## 527 134.2290 4.90469 6.05985 0.874171 0.808598 358.706 0.1272460 0.2014760
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+## 529 117.2550 4.96346 6.09770 0.851547 0.788278 343.953 0.0262958 0.1863400
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+## 531 123.4270 4.83473 6.28494 0.875072 0.747148 357.184 0.1719340 0.1407890
+## 532 123.4270 4.83473 6.28494 0.875072 0.747148 357.184 0.1719340 0.1407890
+## 533 123.2320 4.92186 5.92626 0.871470 0.776906 359.450 0.1120790 0.1709870
+## 534 138.0310 4.75842 6.04153 0.881496 0.781657 354.345 0.0624083 0.1357270
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+## 536 135.1630 4.88581 6.06051 0.890810 0.771340 354.158 0.0902274 0.1637640
+## 537 130.9600 4.97181 6.33307 0.876920 0.738093 357.986 0.1096260 0.1451920
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+## 539 127.8070 5.10086 6.46985 0.887319 0.766034 358.029 0.0351474 0.1809600
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+## 543 119.4920 4.82167 5.96127 0.852134 0.812509 353.083 0.1249210 0.1349720
+## 544 129.1790 5.14162 6.28184 0.874481 0.760240 355.431 0.0429950 0.1307100
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+## 837 129.2760 4.80380 5.84507 0.873933 0.790444 358.413 0.0822383 0.1581770
+## 838 133.9200 4.84138 6.37215 0.871392 0.744195 364.329 0.0350234 0.2098660
+## 839 123.6280 4.66339 5.88162 0.861359 0.809517 360.220 0.0787659 0.1387410
+## 840 126.3230 4.78275 6.10588 0.847741 0.813559 363.473 0.0940494 0.1411520
+## 841 128.0620 4.81035 6.23794 0.862911 0.755380 363.046 0.0990240 0.1660970
+## 842 127.7530 4.75335 6.47449 0.861894 0.778331 356.809 0.0704928 0.1483400
+## 843 121.0400 4.73717 5.97163 0.855208 0.817362 361.662 0.1022330 0.1181010
+## 844 133.7860 4.84016 6.09233 0.846087 0.832213 364.820 0.0577971 0.1652910
+## 845 130.7930 5.08242 6.07260 0.857909 0.782385 360.754 0.1126450 0.1795840
+## 846 126.8250 4.63505 5.90286 0.828222 0.840339 351.752 0.1909800 0.2177270
+## 847 123.7620 4.82459 5.78934 0.848075 0.845966 354.101 0.1884930 0.1586380
+## 848 122.6220 4.78359 6.21663 0.831794 0.834216 364.832 0.0468688 0.1398520
+## 849 128.6880 4.96882 6.39216 0.849115 0.795986 361.733 0.0556242 0.1810290
+## 850 121.4390 4.72526 6.14802 0.839285 0.830486 358.225 0.0782840 0.1239760
+## 851 127.4620 4.84810 6.10082 0.840834 0.828173 361.401 0.0651011 0.1609990
+## 852 122.1850 4.50404 6.12834 0.868335 0.797876 360.085 0.0641301 0.1536900
+## 853 124.4870 4.71486 6.27730 0.835292 0.804421 361.367 0.0693086 0.1368130
+## 854 123.4280 4.76146 6.10014 0.867962 0.800323 359.659 0.0539397 0.1264530
+## 855 131.4630 5.15786 6.33304 0.867360 0.773971 358.081 0.1010900 0.2186190
+## 856 129.6290 5.00673 6.30851 0.863755 0.780100 359.921 0.0427057 0.2123980
+## 857 132.4040 4.85476 6.75515 0.867587 0.742889 360.602 0.0546552 0.1752820
+## 858 129.5030 4.98365 5.89582 0.892607 0.773366 356.773 0.1335020 0.1680810
+## 859 132.2460 4.99353 6.44788 0.874196 0.763838 356.636 0.0789130 0.1714740
+## 860 125.1040 4.95560 5.99780 0.864755 0.780105 364.710 0.1141380 0.1155730
+## 861 129.8570 5.01666 5.98848 0.853878 0.817878 360.387 0.1369060 0.1753180
+## 862 130.5950 4.97517 6.06603 0.852182 0.791146 358.754 0.1203190 0.1950370
+## 863 132.0630 5.05937 6.14144 0.856440 0.790760 360.192 0.1150790 0.1724860
+## 864 124.3920 4.84995 6.01667 0.839988 0.793841 364.036 0.0581805 0.1575330
+## 865 126.5910 4.87340 5.99704 0.854831 0.781035 359.003 0.0565207 0.1753420
+## 866 123.5690 4.83000 6.45142 0.847477 0.787455 357.934 0.0626599 0.1548510
+## 867 121.3100 4.77669 6.36850 0.868072 0.807791 364.640 0.0820465 0.1332660
+## 868 117.3460 4.43797 6.59491 0.854955 0.791346 356.908 0.1281730 0.1703000
+## 869 131.5910 4.93592 6.21238 0.854292 0.794742 363.529 0.1026740 0.1535460
+## 870 131.5910 4.93592 6.21238 0.854292 0.794742 363.529 0.1026740 0.1535460
+## 871 136.0260 5.08870 6.14899 0.877023 0.747426 359.673 0.1207250 0.1644700
+## 872 139.0550 5.18340 6.01100 0.853535 0.785134 359.998 0.1017380 0.2109230
+## 873 133.4810 5.05958 6.01663 0.848797 0.804369 362.590 0.0694063 0.1941520
+## 874 130.2910 4.85531 6.22054 0.851690 0.809776 364.347 0.0323052 0.1787200
+## 875 123.3800 4.74057 6.39053 0.857621 0.797125 362.654 0.0649806 0.1271670
+## 876 121.3080 4.77764 6.01648 0.851244 0.792067 361.800 0.1029370 0.1315340
+## 877 118.8120 4.74508 6.23031 0.883509 0.780641 359.161 0.0622904 0.1491210
+## 878 118.8120 4.74508 6.23031 0.883509 0.780641 359.161 0.0622904 0.1491210
+## 879 118.8120 4.74508 6.23031 0.883509 0.780641 359.161 0.0622904 0.1491210
+## 880 124.8770 4.88099 6.37399 0.874287 0.787648 364.518 0.0515109 0.1446370
+## 881 129.2480 4.90889 5.89798 0.842442 0.816184 363.233 0.0537404 0.1584280
+## 882 124.7460 4.91363 5.94681 0.848819 0.817595 361.954 0.0644264 0.1465990
+## 883 129.9990 4.80056 6.38184 0.838662 0.809756 364.419 0.1169730 0.1412350
+## 884 132.0910 4.89923 6.37379 0.829584 0.805737 362.871 0.1036790 0.1600080
+## 885 123.4940 4.68787 6.30960 0.835636 0.816277 362.252 0.0906776 0.1279880
+## 886 137.4470 5.15991 6.05733 0.842486 0.804840 361.785 0.0931921 0.1612920
+## 887 125.8120 4.77732 6.00839 0.854227 0.799735 357.688 0.0945201 0.1480470
+## 888 127.8670 5.04215 5.89228 0.865273 0.772540 357.122 0.0965865 0.1856700
+## 889 134.1380 5.08404 5.93419 0.868741 0.787136 356.672 0.0777831 0.2108810
+## 890 136.7380 4.89280 6.41528 0.850450 0.815339 360.808 0.1031130 0.1574040
+## 891 138.9920 4.94468 6.11190 0.822562 0.827992 360.437 0.0696838 0.1853120
+## 892 135.6480 5.08793 5.87375 0.829928 0.801376 360.736 0.1205930 0.1937520
+## 893 120.2480 4.78017 6.03455 0.856676 0.825966 361.865 0.0661663 0.1294220
+## 894 129.8720 4.78409 6.16605 0.864373 0.785616 353.017 0.1117900 0.1972980
+## 895 129.8720 4.78409 6.16605 0.864373 0.785616 353.017 0.1117900 0.1972980
+## 896 129.8720 4.78409 6.16605 0.864373 0.785616 353.017 0.1117900 0.1972980
+## 897 136.6660 5.19603 6.12957 0.866408 0.763758 360.859 0.1275220 0.1892340
+## 898 132.1880 4.84802 6.46282 0.879368 0.757982 356.667 0.0932302 0.1712210
+## 899 135.1970 5.00909 6.61003 0.884224 0.715902 354.937 0.1204420 0.2027790
+## 900 127.7460 4.76544 6.42717 0.886735 0.762574 354.630 0.1697790 0.1726830
+## 901 123.1300 4.80543 6.28841 0.880260 0.784372 356.179 0.0938553 0.1560020
+## 902 124.9980 4.76191 6.59447 0.876324 0.759144 364.861 0.0602044 0.1124180
+## 903 124.9980 4.76191 6.59447 0.876324 0.759144 364.861 0.0602044 0.1124180
+## 904 127.8610 4.97857 6.12321 0.873079 0.791449 361.211 0.0959489 0.1384360
+## 905 129.5160 5.02544 6.19949 0.892760 0.768979 356.165 0.0817731 0.1700810
+## 906 128.9970 4.92712 6.36155 0.874527 0.781368 358.198 0.1136820 0.1478060
+## 907 126.7670 4.92098 6.35988 0.848553 0.806209 363.484 0.1032670 0.1303320
+## 908 131.0450 5.01541 5.88690 0.866138 0.783634 360.624 0.1092680 0.1508620
+## 909 142.9680 5.20003 5.67814 0.864642 0.791765 361.933 0.1078450 0.1781220
+## 910 133.5740 5.05098 6.18138 0.862795 0.793504 361.842 0.1181470 0.1524390
+## 911 137.9230 5.17687 5.99770 0.860488 0.802533 360.757 0.1296540 0.1722150
+## 912 137.9230 5.17687 5.99770 0.860488 0.802533 360.757 0.1296540 0.1722150
+## 913 132.5360 5.00846 6.13326 0.866620 0.803329 362.698 0.0685199 0.1403660
+## 914 137.4530 5.42060 6.06320 0.875731 0.784813 364.216 0.0600545 0.1392210
+## 915 136.9580 5.21842 5.78509 0.880976 0.801282 357.442 0.0726890 0.2019840
+## 916 121.7890 4.76375 6.16143 0.861938 0.777517 360.473 0.1213450 0.1681590
+## 917 121.0450 4.79260 5.93909 0.870471 0.797128 354.035 0.1008590 0.1916400
+## 918 144.6430 5.00461 6.29643 0.857291 0.743879 357.376 0.1666540 0.1931730
+## 919 115.4320 4.47737 6.37393 0.875873 0.790020 352.942 0.0704327 0.1950150
+## 920 129.9250 4.84350 6.49141 0.855422 0.759492 360.665 0.1033250 0.1986240
+## 921 135.7380 4.84181 6.38735 0.889266 0.746307 357.526 0.1138940 0.1494410
+## 922 124.8430 4.75878 6.60503 0.860938 0.790000 359.263 0.0389969 0.1831610
+## 923 123.9890 4.82777 6.55337 0.892552 0.782796 356.202 0.0950290 0.1635960
+## 924 120.0000 4.68924 6.36860 0.870220 0.783693 357.833 0.0882412 0.1620250
+## 925 136.0050 5.17360 6.22918 0.901081 0.748046 359.974 0.0530329 0.1667750
+## 926 146.3610 5.47771 6.10886 0.878718 0.777687 358.769 0.1333790 0.2013120
+## 927 127.8220 4.77527 6.42279 0.820556 0.842438 358.832 0.1514400 0.1698870
+## 928 140.3950 5.18631 6.22284 0.920589 0.721733 355.467 0.0532798 0.2116710
+## 929 130.7220 4.94910 6.29432 0.896748 0.785066 359.595 0.0639103 0.1381080
+## 930 132.6930 4.90605 6.37435 0.892708 0.775355 357.894 0.0741839 0.1720490
+## 931 129.7640 4.82515 6.42739 0.889022 0.773372 359.510 0.0712341 0.1576000
+## 932 136.9960 5.20358 6.03725 0.875133 0.771498 360.698 0.1190640 0.1668950
+## 933 141.5830 5.33628 5.80933 0.882772 0.795757 362.660 0.1105910 0.1462390
+## 934 129.9660 4.98451 5.77778 0.853626 0.819075 358.424 0.1262330 0.1467060
+## 935 143.1500 5.17922 6.18779 0.887426 0.758529 359.164 0.1373280 0.1705620
+## 936 126.8900 4.86222 5.69994 0.866593 0.771094 358.213 0.1033630 0.1750750
+## 937 133.8340 4.90728 6.29593 0.886547 0.765810 354.247 0.1211470 0.2067430
+## 938 133.8340 4.90728 6.29593 0.886547 0.765810 354.247 0.1211470 0.2067430
+## 939 129.9610 4.86499 6.08283 0.882266 0.826299 355.050 0.1068940 0.1552180
+## 940 125.4200 4.75499 6.17862 0.865652 0.806999 357.511 0.0884317 0.1553690
+## 941 124.6030 4.73541 6.01745 0.860905 0.832760 360.301 0.0545305 0.1330130
+## 942 130.1100 4.84570 6.17855 0.844955 0.817764 359.998 0.0898660 0.1454240
+## 943 121.4840 4.61966 6.38032 0.946733 0.739378 357.614 0.0846845 0.0861190
+## 944 135.5560 4.99289 6.05158 0.862640 0.791989 357.924 0.0660822 0.1508650
+## 945 135.5560 4.99289 6.05158 0.862640 0.791989 357.924 0.0660822 0.1508650
+## 946 128.7390 4.99240 6.27597 0.882776 0.805835 358.291 0.0911418 0.1120500
+## 947 123.0240 4.75760 6.32296 0.893827 0.806643 359.702 0.0525971 0.0839917
+## 948 130.1920 4.82973 6.22096 0.870565 0.814831 357.309 0.0460454 0.0984537
+## 949 140.1080 5.12069 6.28615 0.876569 0.771322 357.074 0.0927715 0.1451330
+## 950 140.1080 5.12069 6.28615 0.876569 0.771322 357.074 0.0927715 0.1451330
+## 951 134.5450 5.03846 5.84995 0.848674 0.803799 359.232 0.0416589 0.1454120
+## 952 135.4050 4.91977 5.95753 0.883663 0.796974 354.873 0.1306440 0.1783200
+## 953 137.0430 5.09533 6.17593 0.850185 0.795201 354.927 0.1115350 0.1661070
+## 954 134.8950 5.07433 6.01288 0.856471 0.822490 359.275 0.0877103 0.1525090
+## 955 141.2210 5.08558 6.21351 0.840972 0.821082 358.682 0.1141810 0.1676770
+## 956 142.4280 5.11928 6.29723 0.836709 0.831111 359.047 0.0795167 0.1627700
+## 957 137.6990 5.00782 6.17433 0.846111 0.824421 356.620 0.1128290 0.1799030
+## 958 128.5060 4.81027 6.16444 0.862724 0.799667 358.383 0.0969470 0.1320070
+## 959 114.9120 4.64957 6.32433 0.890311 0.778417 356.999 0.1415200 0.1912880
+## 960 141.4750 5.04534 5.80890 0.876121 0.804351 357.474 0.0555354 0.1263330
+## 961 118.9480 5.14574 6.74631 0.874709 0.759898 359.681 0.1076630 0.1170580
+## 962 127.9320 5.05003 6.42453 0.856379 0.788221 359.653 0.1333510 0.1633610
+## 963 123.3280 4.90225 6.32677 0.820928 0.816856 361.734 0.1014820 0.1778210
+## 964 154.7470 5.08274 6.39307 0.870170 0.791767 358.178 0.1289360 0.1131990
+## 965 143.7550 5.04025 6.68036 0.842998 0.799775 359.669 0.1414100 0.1216590
+## 966 139.9360 4.84652 6.21129 0.876006 0.800771 358.929 0.1348640 0.1308600
+## 967 143.2390 5.54181 5.83114 0.888133 0.774553 358.460 0.1058750 0.1536970
+## 968 136.1340 5.20000 5.91622 0.887567 0.782512 356.584 0.1108540 0.1455920
+## 969 126.5930 5.10609 6.01879 0.893987 0.774274 359.485 0.0734965 0.1327020
+## 970 119.7040 4.67531 6.10584 0.835939 0.836560 362.592 0.0607783 0.1366560
+## 971 117.3640 4.60201 5.91070 0.872905 0.813785 361.321 0.0517705 0.1156510
+## 972 125.0870 4.66472 6.23606 0.883706 0.791855 360.944 0.0777106 0.1248400
+## 973 125.0870 4.66472 6.23606 0.883706 0.791855 360.944 0.0777106 0.1248400
+## 974 125.7390 4.64798 6.09742 0.894701 0.782418 360.429 0.0530433 0.1165790
+## 975 125.7390 4.64798 6.09742 0.894701 0.782418 360.429 0.0530433 0.1165790
+## 976 125.7390 4.64798 6.09742 0.894701 0.782418 360.429 0.0530433 0.1165790
+## 977 120.9150 4.32395 5.63133 0.894102 0.863268 361.594 0.1168390 0.1191380
+## 978 129.5450 4.86118 6.28854 0.861510 0.790846 360.570 0.0910535 0.1409730
+## 979 131.7920 4.96237 6.11907 0.865008 0.787223 361.161 0.0966916 0.1909510
+## 980 129.5450 4.86118 6.28854 0.861510 0.790846 360.570 0.0910535 0.1409730
+## 981 129.5450 4.86118 6.28854 0.861510 0.790846 360.570 0.0910535 0.1409730
+## 982 129.5450 4.86118 6.28854 0.861510 0.790846 360.570 0.0910535 0.1409730
+## 983 132.7970 5.00159 6.33242 0.875385 0.776424 360.379 0.0944696 0.1315640
+## 984 132.7970 5.00159 6.33242 0.875385 0.776424 360.379 0.0944696 0.1315640
+## 985 135.3550 4.94109 6.11654 0.882898 0.766573 360.416 0.0939474 0.1258550
+## 986 135.3550 4.94109 6.11654 0.882898 0.766573 360.416 0.0939474 0.1258550
+## 987 135.3550 4.94109 6.11654 0.882898 0.766573 360.416 0.0939474 0.1258550
+## 988 136.9690 4.85451 5.93707 0.882273 0.767272 359.976 0.0860870 0.1349320
+## 989 144.1800 5.13874 6.01933 0.882288 0.785757 360.270 0.1096850 0.1185360
+## 990 144.1800 5.13874 6.01933 0.882288 0.785757 360.270 0.1096850 0.1185360
+## 991 123.6390 4.53987 5.85772 0.858271 0.827314 361.747 0.1008270 0.1855710
+## 992 144.8440 5.04310 6.04667 0.846113 0.798043 360.152 0.1131180 0.1760560
+## 993 144.8440 5.04310 6.04667 0.846113 0.798043 360.152 0.1131180 0.1760560
+## 994 133.4950 4.96744 6.29021 0.875390 0.769455 356.887 0.1408130 0.1358800
+## 995 143.9300 5.08603 6.10889 0.879775 0.778401 357.661 0.1562040 0.1581220
+## 996 137.7750 4.93594 6.26821 0.892182 0.785730 359.213 0.1525770 0.1201020
+## 997 129.3120 4.69861 6.05563 0.888881 0.814834 362.741 0.1009730 0.1271650
+## 998 118.2050 4.62606 6.53834 0.856440 0.822263 362.314 0.0749202 0.1350480
+## 999 147.3820 4.87181 5.65802 0.870118 0.806816 363.331 0.0806369 0.1303360
+## 1000 127.8840 4.55682 5.94234 0.888318 0.840943 364.920 0.0790892 0.1029520
+## 1001 133.6700 5.16056 6.05222 0.885188 0.797377 361.449 0.0582461 0.1282020
+## 1002 130.3350 5.07200 6.21633 0.866565 0.818393 363.748 0.0592058 0.1125480
+## 1003 130.8980 5.23871 6.46804 0.829623 0.794724 362.952 0.0633700 0.1357650
+## 1004 130.8980 5.23871 6.46804 0.829623 0.794724 362.952 0.0633700 0.1357650
+## 1005 125.5130 4.69903 6.06424 0.851768 0.810048 364.725 0.0493785 0.1355280
+## 1006 128.8690 4.81367 6.31490 0.858119 0.791289 363.976 0.0524305 0.1265110
+## 1007 134.1700 4.77784 6.30798 0.832468 0.786147 363.858 0.0823581 0.1518290
+## 1008 141.5400 4.99583 6.18750 0.835921 0.776070 364.040 0.0638187 0.1459430
+## 1009 121.6680 4.48077 5.95695 0.896864 0.823244 364.840 0.1119430 0.1668990
+## 1010 137.1670 4.80976 6.30392 0.877382 0.814999 359.147 0.1419010 0.1401660
+## 1011 135.8860 4.90164 6.35112 0.854355 0.763933 363.722 0.1307570 0.1590840
+## 1012 130.3410 4.89249 6.11579 0.870518 0.816099 363.219 0.0752796 0.1679880
+## 1013 135.8920 4.88680 5.99465 0.858996 0.798499 361.066 0.0773710 0.1470010
+## 1014 136.4630 5.10703 5.82235 0.863140 0.837506 363.066 0.0617336 0.1390420
+## 1015 143.6990 5.09390 6.31265 0.856146 0.808188 359.119 0.1493950 0.1470540
+## 1016 143.6990 5.09390 6.31265 0.856146 0.808188 359.119 0.1493950 0.1470540
+## 1017 138.4440 4.91976 6.19690 0.880528 0.816479 361.353 0.1115400 0.1314690
+## 1018 138.4440 4.91976 6.19690 0.880528 0.816479 361.353 0.1115400 0.1314690
+## 1019 138.4440 4.91976 6.19690 0.880528 0.816479 361.353 0.1115400 0.1314690
+## 1020 138.4440 4.91976 6.19690 0.880528 0.816479 361.353 0.1115400 0.1314690
+## 1021 141.7950 5.19077 6.27957 0.848933 0.834555 361.754 0.0975130 0.1322170
+## 1022 139.4600 5.22325 6.32097 0.846793 0.828590 361.172 0.0929701 0.1040660
+## 1023 130.4860 5.04814 6.27351 0.862035 0.812356 362.143 0.0821353 0.1142580
+## 1024 131.8500 5.14729 6.17031 0.864167 0.798983 361.422 0.0967297 0.1194940
+## 1025 121.2060 4.91780 5.96399 0.865679 0.801619 363.462 0.0511084 0.1287470
+## 1026 134.8280 5.11740 5.75707 0.869060 0.804587 362.853 0.0523058 0.1439860
+## 1027 135.8370 4.90183 5.74074 0.895091 0.824130 360.611 0.0916033 0.1074740
+## 1028 138.0620 5.18495 5.77249 0.888352 0.820090 361.126 0.0405944 0.0865823
+## 1029 134.6690 5.14462 6.14609 0.863049 0.807592 360.076 0.0784567 0.0844578
+## 1030 138.6780 4.89835 6.26110 0.879277 0.816786 360.803 0.1081780 0.1384060
+## 1031 131.2600 4.82485 6.64971 0.884829 0.755189 361.211 0.1574410 0.1701810
+## 1032 135.4530 5.07287 6.58011 0.857730 0.771883 362.897 0.0930456 0.1608170
+## 1033 131.9400 4.91684 6.58930 0.859096 0.772968 363.995 0.0939696 0.1503080
+## 1034 135.3380 4.84797 6.28523 0.881579 0.784452 362.614 0.1100000 0.1630620
+## 1035 138.1540 4.83962 6.19629 0.859242 0.822552 363.733 0.1209260 0.1797270
+## 1036 137.3850 4.85525 6.37912 0.874751 0.794890 363.748 0.1328650 0.1669170
+## 1037 135.7020 5.05544 6.50554 0.854561 0.780856 362.638 0.1077540 0.1501610
+## 1038 116.0070 4.37676 6.08655 0.845160 0.855919 359.448 0.0882894 0.1316810
+## 1039 140.2490 4.99633 6.01790 0.863201 0.817990 361.936 0.1054450 0.1282620
+## 1040 148.0940 5.12363 6.11405 0.887413 0.819071 359.069 0.1469540 0.1331360
+## 1041 133.8500 4.94555 6.32533 0.846577 0.823114 364.166 0.1210350 0.1652800
+## 1042 138.3860 4.82895 5.73489 0.880635 0.844185 361.508 0.1370100 0.1763030
+## 1043 140.0550 5.04789 6.03249 0.866612 0.827267 361.669 0.0950584 0.1308750
+## 1044 133.7810 5.10321 6.47852 0.878473 0.789023 359.844 0.0980189 0.1040620
+## 1045 131.4920 4.73704 6.32827 0.884482 0.798766 364.140 0.0923633 0.1281690
+## 1046 126.7700 4.92195 6.23485 0.857862 0.754873 356.088 0.0934669 0.0797077
+## 1047 138.1990 4.68325 6.40455 0.894966 0.763310 360.420 0.1474960 0.1350240
+## 1048 130.6490 4.77439 6.40030 0.860083 0.782349 360.894 0.1078920 0.0898429
+## 1049 124.4710 4.75617 6.33186 0.865119 0.781679 361.004 0.0909323 0.0997609
+## 1050 131.0290 4.83260 6.12070 0.859969 0.812759 363.370 0.0836290 0.1187370
+## 1051 124.8710 4.58835 6.34133 0.885403 0.794267 361.658 0.0766216 0.0763512
+## 1052 125.6660 4.62639 6.13328 0.882427 0.839741 361.773 0.0964926 0.1058670
+## 1053 139.2150 4.89653 6.21523 0.860984 0.821229 362.622 0.0916008 0.1033400
+## 1054 137.4860 4.84102 6.47161 0.850625 0.782718 360.688 0.1597760 0.1182660
+## 1055 128.4020 4.89064 6.55087 0.858525 0.817134 361.651 0.1172230 0.1369280
+## 1056 126.4550 4.62943 6.41568 0.897802 0.789745 362.660 0.1014200 0.1202070
+## 1057 138.6980 4.95078 6.41668 0.899318 0.809808 362.529 0.0987129 0.1405260
+## 1058 112.9720 4.41163 6.08225 0.848138 0.799979 357.437 0.1211440 0.0925509
+## 1059 134.8140 5.05766 6.75791 0.825196 0.797962 361.279 0.1342840 0.1271240
+## 1060 122.2420 4.52121 6.66660 0.860514 0.742915 362.716 0.1094290 0.1185080
+## 1061 127.6890 4.62406 6.09414 0.853072 0.862079 360.065 0.1389850 0.1623280
+## 1062 141.8590 4.94666 6.56631 0.888010 0.823231 359.997 0.1460540 0.1843280
+## 1063 126.2920 4.57859 6.49054 0.850520 0.840902 364.965 0.0922627 0.1509100
+## 1064 119.5600 4.52753 6.48678 0.893985 0.787063 363.811 0.0558181 0.0826124
+## 1065 133.7810 4.62054 6.54024 0.905549 0.804302 361.569 0.1334210 0.1214510
+## 1066 139.1830 4.77498 6.61792 0.852547 0.785936 362.916 0.1248560 0.1400070
+## 1067 143.6100 4.72677 6.50019 0.859313 0.827816 362.635 0.1710000 0.1601760
+## 1068 137.1000 4.54319 6.54549 0.866620 0.828586 357.895 0.1624120 0.1492620
+## 1069 123.7880 4.43781 6.49220 0.870633 0.826716 363.604 0.1142040 0.1494330
+## 1070 116.2310 4.49822 6.04598 0.898904 0.814666 363.205 0.0829652 0.1444560
+## 1071 130.4600 4.88142 6.00330 0.866812 0.843566 362.620 0.0913508 0.1595480
+## 1072 126.5170 4.84301 6.26607 0.848012 0.785509 364.389 0.0598347 0.1274760
+## 1073 126.3270 4.83931 6.34712 0.846938 0.779047 364.260 0.0527325 0.1426740
+## 1074 126.1900 4.73561 6.49369 0.877505 0.761458 362.624 0.0576412 0.1178300
+## 1075 122.5110 4.68366 6.02403 0.871827 0.790176 360.745 0.0704306 0.1194300
+## 1076 128.9470 4.81790 6.29183 0.865090 0.781779 360.768 0.1465900 0.0750997
+## 1077 128.9470 4.81790 6.29183 0.865090 0.781779 360.768 0.1465900 0.0750997
+## 1078 136.4850 5.01854 6.62227 0.879415 0.740806 364.696 0.0839104 0.1068110
+## 1079 132.1880 4.36044 6.70008 0.885394 0.787303 359.188 0.1790890 0.1633620
+## 1080 130.1790 4.91298 6.79220 0.870763 0.780199 364.769 0.0907947 0.1854060
+## 1081 136.4390 4.92932 6.66705 0.847070 0.768326 361.282 0.0922161 0.1673200
+## 1082 141.5860 4.96071 6.52940 0.860372 0.784484 361.210 0.1232320 0.1669790
+## 1083 132.6710 5.04761 6.59634 0.855432 0.764288 363.381 0.0412959 0.1613290
+## 1084 133.7010 5.11859 6.71137 0.830355 0.778299 362.038 0.0847280 0.2033770
+## 1085 123.5800 4.49157 6.10774 0.869423 0.808755 361.068 0.1097910 0.1297060
+## 1086 131.6670 4.95647 5.97156 0.866233 0.812923 360.062 0.0846097 0.1058800
+## 1087 133.3870 5.06343 5.73820 0.862809 0.819459 360.308 0.0608290 0.1061290
+## 1088 133.9540 5.01614 6.38564 0.837355 0.790273 359.759 0.0724061 0.1551120
+## 1089 124.4710 4.94547 6.11989 0.868121 0.813423 363.585 0.0593899 0.1470780
+## 1090 126.4370 4.35062 6.38327 0.861647 0.842137 358.056 0.1415870 0.1971040
+## 1091 121.2660 5.00968 5.81518 0.846330 0.798485 364.030 0.0403297 0.1670710
+## 1092 132.3780 4.63676 6.47745 0.834849 0.816592 364.477 0.1225530 0.1010450
+## 1093 139.7980 5.19770 6.10281 0.850309 0.807706 362.030 0.1079400 0.1093410
+## 1094 133.8620 5.26372 6.44199 0.841706 0.815164 364.762 0.0232399 0.1528530
+## 1095 136.7990 5.20213 5.90264 0.846157 0.824866 360.805 0.0599895 0.1051990
+## 1096 123.0880 4.92496 6.13784 0.831182 0.823355 362.632 0.0301527 0.1744470
+## 1097 122.2620 4.98716 6.09917 0.854181 0.786436 361.929 0.0290561 0.1789480
+## 1098 126.9130 4.62007 6.29015 0.843802 0.818313 362.417 0.1378570 0.1154830
+## 1099 135.1140 4.97303 6.18062 0.865711 0.776936 361.505 0.1348730 0.1622150
+## 1100 125.6200 5.04302 5.80430 0.885173 0.793682 364.311 0.0735498 0.1468710
+## 1101 139.6030 5.15644 6.07341 0.861251 0.789014 359.702 0.0896528 0.0923745
+## 1102 139.6030 5.15644 6.07341 0.861251 0.789014 359.702 0.0896528 0.0923745
+## 1103 142.9260 4.97007 6.52003 0.849169 0.780413 359.617 0.1282270 0.1109120
+## 1104 135.4780 4.73293 6.24383 0.867758 0.779724 359.084 0.0872399 0.1241240
+## 1105 131.2630 4.88103 6.43417 0.856558 0.784525 361.487 0.0934893 0.1635830
+## 1106 135.8630 5.21943 6.16398 0.861422 0.774849 361.330 0.0737955 0.1393030
+## 1107 135.8630 5.21943 6.16398 0.861422 0.774849 361.330 0.0737955 0.1393030
+## 1108 121.0230 4.86003 6.19767 0.855327 0.826214 363.360 0.0424830 0.1699920
+## 1109 124.8920 5.10907 5.97281 0.848315 0.829789 364.044 0.0477829 0.1660310
+## 1110 126.4860 4.91933 6.51944 0.864259 0.762599 363.139 0.0255932 0.1300020
+## 1111 123.6140 4.93486 6.61067 0.855660 0.744671 363.398 0.0326780 0.1475960
+## 1112 138.4160 5.37429 6.24306 0.857712 0.754866 361.761 0.0828886 0.1895960
+## 1113 142.7100 5.07185 6.41254 0.872921 0.777093 359.186 0.1330710 0.1432180
+## 1114 141.2750 4.99840 6.08986 0.875496 0.801797 357.134 0.1200040 0.1421650
+## 1115 141.2750 4.99840 6.08986 0.875496 0.801797 357.134 0.1200040 0.1421650
+## 1116 115.6350 4.83673 6.28035 0.823239 0.864344 356.513 0.0406543 0.2739460
+## 1117 116.1850 4.72114 6.37741 0.825756 0.832456 356.572 0.0499917 0.2406870
+## 1118 143.3730 4.85407 6.12020 0.879588 0.767420 357.359 0.1862840 0.1296310
+## 1119 133.0390 4.83985 6.51752 0.852772 0.813876 356.057 0.0706359 0.2086050
+## 1120 135.0330 4.89521 6.50643 0.853470 0.800330 355.619 0.0573982 0.1693610
+## 1121 135.0330 4.89521 6.50643 0.853470 0.800330 355.619 0.0573982 0.1693610
+## 1122 135.0330 4.89521 6.50643 0.853470 0.800330 355.619 0.0573982 0.1693610
+## 1123 138.6990 4.89088 6.55497 0.866938 0.763650 357.234 0.1042170 0.1295870
+## 1124 135.3100 4.93027 6.63814 0.860874 0.759165 360.090 0.1284050 0.1798690
+## 1125 128.7130 5.11037 6.20691 0.864058 0.800587 362.019 0.0514243 0.1615640
+## 1126 128.7130 5.11037 6.20691 0.864058 0.800587 362.019 0.0514243 0.1615640
+## 1127 130.4540 5.32857 6.12884 0.878538 0.767478 364.909 0.0323038 0.1444140
+## 1128 125.6030 5.02746 6.33960 0.876235 0.758359 364.012 0.0751944 0.1673660
+## 1129 132.7730 4.77657 6.33959 0.865444 0.777330 360.353 0.0976664 0.1161250
+## 1130 136.8880 5.09833 6.43296 0.862587 0.770145 358.977 0.0604228 0.1341280
+## 1131 136.8880 5.09833 6.43296 0.862587 0.770145 358.977 0.0604228 0.1341280
+## 1132 137.2690 5.16126 6.18312 0.863702 0.767302 358.953 0.0854833 0.1361790
+## 1133 138.6200 5.01092 6.09668 0.840783 0.818028 357.312 0.1194600 0.1051800
+## 1134 138.6200 5.01092 6.09668 0.840783 0.818028 357.312 0.1194600 0.1051800
+## 1135 130.0960 4.80579 6.28958 0.839786 0.798677 359.882 0.1014100 0.0983272
+## 1136 126.1550 4.72192 6.31967 0.872997 0.778296 358.483 0.1925730 0.1968360
+## 1137 130.0960 4.80579 6.28958 0.839786 0.798677 359.882 0.1014100 0.0983272
+## 1138 126.0020 4.83333 6.30942 0.838532 0.778678 361.062 0.0757137 0.1204290
+## 1139 126.0020 4.83333 6.30942 0.838532 0.778678 361.062 0.0757137 0.1204290
+## 1140 131.0080 4.85004 5.98131 0.856736 0.807497 357.889 0.0793119 0.1373260
+## 1141 133.2590 4.75327 6.15653 0.841479 0.817626 355.320 0.0744555 0.1403530
+## 1142 133.2590 4.75327 6.15653 0.841479 0.817626 355.320 0.0744555 0.1403530
+## 1143 134.8790 4.75907 6.22195 0.841624 0.816430 354.979 0.0513289 0.1506690
+## 1144 133.6480 4.88868 6.25635 0.848339 0.774712 359.950 0.1312770 0.0824651
+## 1145 133.6480 4.88868 6.25635 0.848339 0.774712 359.950 0.1312770 0.0824651
+## 1146 134.0070 5.03798 6.10913 0.858400 0.795737 359.219 0.0827588 0.1077420
+## 1147 123.1610 4.60455 6.56271 0.844864 0.744454 362.979 0.1428640 0.0959897
+## 1148 134.1110 5.01776 6.27452 0.869321 0.787495 360.473 0.0943945 0.1382730
+## 1149 134.4920 4.99724 6.22133 0.866315 0.807325 358.927 0.0569922 0.1671890
+## 1150 134.4920 4.99724 6.22133 0.866315 0.807325 358.927 0.0569922 0.1671890
+## 1151 127.1960 4.82374 6.45724 0.866567 0.772046 364.337 0.1187070 0.1310750
+## 1152 133.6840 4.68001 6.49339 0.847642 0.801823 360.420 0.1200070 0.1699400
+## 1153 131.5220 4.89262 6.53125 0.856723 0.755398 362.949 0.1202270 0.1574650
+## 1154 131.5220 4.89262 6.53125 0.856723 0.755398 362.949 0.1202270 0.1574650
+## 1155 131.5220 4.89262 6.53125 0.856723 0.755398 362.949 0.1202270 0.1574650
+## 1156 134.5140 4.99755 6.31099 0.860805 0.785411 360.177 0.0781886 0.1430710
+## 1157 131.6400 4.95711 6.22281 0.857760 0.790283 359.762 0.0768495 0.1426440
+## 1158 130.3950 4.86407 6.44690 0.851427 0.752769 360.274 0.1133350 0.1180140
+## 1159 128.3350 4.78481 6.49950 0.861041 0.767258 363.060 0.1184600 0.1530020
+## 1160 126.2680 4.88319 6.25639 0.859525 0.773768 364.655 0.0717797 0.1216100
+## 1161 123.0230 5.03055 6.09077 0.854713 0.794647 363.560 0.0311602 0.1108200
+## 1162 124.6910 4.84292 6.45196 0.858043 0.797685 364.657 0.0583654 0.1635290
+## 1163 124.6910 4.84292 6.45196 0.858043 0.797685 364.657 0.0583654 0.1635290
+## 1164 129.3240 4.89458 6.52999 0.847419 0.780893 363.512 0.1043230 0.1557080
+## 1165 127.6720 4.82808 6.18787 0.870145 0.791043 364.528 0.1078260 0.0913548
+## 1166 130.9220 5.08808 6.36956 0.844811 0.780122 363.433 0.0693456 0.1733940
+## 1167 137.1670 4.68831 6.49958 0.855156 0.774514 356.860 0.1777480 0.1737360
+## 1168 127.9040 4.95542 6.33003 0.859162 0.789030 364.314 0.0664266 0.1077310
+## 1169 130.1860 4.91271 6.29024 0.870589 0.800232 362.473 0.0731367 0.1149160
+## 1170 128.8530 4.80471 6.35016 0.862016 0.798104 360.703 0.0979216 0.1243900
+## 1171 129.2770 4.81082 6.20380 0.882411 0.795262 362.422 0.1353430 0.1544840
+## 1172 126.8240 4.74739 6.32638 0.879937 0.777743 363.824 0.1419480 0.1313820
+## 1173 132.5970 5.18264 6.02137 0.862955 0.782710 363.857 0.0722864 0.1261860
+## 1174 137.6670 4.86644 6.14461 0.882319 0.801141 360.229 0.1181420 0.1873960
+## 1175 128.7040 4.99637 6.10058 0.858590 0.795701 360.077 0.0463965 0.1777230
+## 1176 131.8480 4.82126 6.62185 0.876273 0.734641 364.543 0.1017430 0.1711380
+## 1177 132.6220 4.96246 6.19461 0.883220 0.788526 364.991 0.0976326 0.0911496
+## 1178 142.8540 5.10907 6.40067 0.845616 0.761673 358.959 0.0847969 0.1666850
+## 1179 143.1440 5.01313 6.44510 0.845323 0.756770 357.540 0.0865789 0.1444410
+## 1180 135.4040 4.95643 6.37366 0.849304 0.758902 362.655 0.0658743 0.1140040
+## 1181 135.9010 4.88495 6.52050 0.851645 0.766325 361.895 0.1050700 0.0961357
+## 1182 130.0010 4.86468 6.37467 0.860377 0.766702 361.931 0.0599531 0.0648290
+## 1183 145.1730 4.97038 6.60198 0.881676 0.820690 357.913 0.1667880 0.0874909
+## 1184 126.0040 4.95036 6.22902 0.867885 0.762146 364.410 0.0681344 0.1245840
+## 1185 128.0660 4.85469 6.48295 0.873464 0.728463 363.263 0.0806890 0.1434930
+## 1186 137.7780 4.90195 6.58095 0.845376 0.733913 356.222 0.0839726 0.1559430
+## 1187 142.6030 5.02582 6.12773 0.874235 0.789791 359.119 0.1659700 0.1532030
+## 1188 132.9200 4.96051 6.44713 0.854583 0.761011 363.386 0.0991317 0.1477900
+## 1189 134.7360 4.86905 6.58040 0.841149 0.768816 358.982 0.1040360 0.1513140
+## 1190 132.4690 4.75823 6.56753 0.864983 0.785811 364.197 0.1161410 0.1393600
+## 1191 141.8320 4.86160 6.30043 0.879540 0.840416 360.824 0.1195700 0.1081850
+## 1192 145.2710 4.97751 6.45495 0.852708 0.748347 361.051 0.0986351 0.1323530
+## 1193 136.7090 4.85126 6.15179 0.879598 0.838385 362.344 0.1211690 0.0708503
+## 1194 137.4940 4.96852 6.33789 0.849187 0.791453 361.979 0.1213080 0.1106100
+## 1195 133.8080 4.98311 6.38820 0.845847 0.785365 364.887 0.1198820 0.1167520
+## 1196 133.8080 4.98311 6.38820 0.845847 0.785365 364.887 0.1198820 0.1167520
+## 1197 129.0940 4.89976 6.82372 0.840838 0.743671 361.738 0.0958121 0.1338550
+## 1198 129.0940 4.89976 6.82372 0.840838 0.743671 361.738 0.0958121 0.1338550
+## 1199 129.0940 4.89976 6.82372 0.840838 0.743671 361.738 0.0958121 0.1338550
+## 1200 141.9510 4.91555 6.31796 0.869254 0.756286 361.986 0.1308640 0.1762910
+## 1201 146.1300 4.83352 6.26284 0.873783 0.762152 361.514 0.0771966 0.1603370
+## 1202 142.2700 4.88590 5.93305 0.881149 0.802544 359.532 0.1485140 0.0830385
+## 1203 142.8350 4.77502 6.06582 0.889900 0.774917 364.299 0.1229340 0.1298640
+## 1204 136.1280 4.76175 6.55002 0.845630 0.765135 360.420 0.1418590 0.1137250
+## 1205 130.0880 4.89182 6.47235 0.851189 0.762707 363.866 0.0969397 0.1166610
+## 1206 140.9760 4.97395 6.24996 0.853870 0.781516 360.573 0.0331119 0.1317920
+## 1207 134.0620 4.76427 6.48697 0.875880 0.744917 362.849 0.1310820 0.1370870
+## 1208 130.3350 4.89898 6.34865 0.884506 0.745070 364.614 0.1153610 0.1029520
+## 1209 138.9770 4.89164 6.17335 0.875426 0.784862 361.673 0.0597549 0.1306800
+## 1210 132.5040 4.92991 6.52250 0.860605 0.773326 361.847 0.1426540 0.0841601
+## 1211 144.0930 5.05166 6.31178 0.848975 0.779771 362.382 0.0353805 0.1327330
+## 1212 141.2060 5.09595 6.33988 0.846780 0.784238 359.437 0.1004330 0.1434990
+## 1213 126.5990 5.06067 6.57781 0.857265 0.753911 364.288 0.1511930 0.1249460
+## 1214 131.9230 5.12488 6.83830 0.834410 0.731253 360.050 0.1733580 0.1362610
+## 1215 131.5760 5.01480 6.92260 0.823322 0.727489 358.113 0.0815340 0.1625800
+## 1216 132.1060 4.74774 6.42007 0.833266 0.840220 360.094 0.1618140 0.2126550
+## 1217 131.9580 5.14506 6.44698 0.845988 0.768573 362.925 0.1297930 0.1257630
+## 1218 129.5790 5.17194 6.35247 0.834053 0.767595 362.362 0.0397305 0.0919409
+## 1219 124.7480 5.21005 6.38744 0.844710 0.778978 364.778 0.0361107 0.0982557
+## 1220 124.7480 5.21005 6.38744 0.844710 0.778978 364.778 0.0361107 0.0982557
+## 1221 138.1410 4.92915 6.55057 0.849447 0.771496 360.656 0.1218440 0.1508030
+## 1222 138.1410 4.92915 6.55057 0.849447 0.771496 360.656 0.1218440 0.1508030
+## 1223 135.0500 4.96303 6.76967 0.837327 0.757164 361.323 0.1225950 0.1306750
+## 1224 127.1350 4.89651 6.61301 0.841976 0.771178 363.531 0.0866468 0.1562010
+## 1225 125.8220 5.14656 6.35877 0.853837 0.752785 363.460 0.0620762 0.1365310
+## 1226 130.2920 5.05520 6.45238 0.866426 0.736622 363.903 0.0815306 0.1267290
+## 1227 121.6270 4.90847 6.45676 0.868951 0.775510 362.844 0.1044710 0.0994440
+## 1228 127.4100 4.98966 6.16586 0.873718 0.786067 360.655 0.1430480 0.0857011
+## 1229 126.2820 5.12476 6.03069 0.873433 0.777966 362.473 0.1032060 0.1158860
+## 1230 131.6090 5.24632 6.39084 0.834042 0.772717 358.914 0.1384910 0.1283560
+## 1231 130.8580 5.17727 6.52577 0.838564 0.754944 363.754 0.0838258 0.1134430
+## 1232 131.7740 5.13976 6.49093 0.839535 0.772326 362.473 0.0459719 0.0988995
+## 1233 132.0480 5.15807 6.36855 0.840467 0.791673 360.963 0.0694150 0.1020910
+## 1234 139.1810 4.94274 6.98750 0.818682 0.717133 355.673 0.1188400 0.1361770
+## 1235 126.7700 4.98671 6.37904 0.850643 0.750345 361.961 0.0763591 0.1578510
+## 1236 126.7700 4.98671 6.37904 0.850643 0.750345 361.961 0.0763591 0.1578510
+## 1237 123.5950 5.19956 6.47187 0.853343 0.750570 364.967 0.0476388 0.1043570
+## 1238 125.0040 5.32685 6.56058 0.843616 0.737305 362.323 0.0309462 0.1586120
+## 1239 128.1510 5.12089 5.99980 0.864809 0.798400 359.943 0.0664844 0.1593580
+## 1240 132.0310 5.22837 6.27604 0.847739 0.749082 359.260 0.0551064 0.1655280
+## 1241 125.8240 5.00581 6.89860 0.823979 0.724995 362.147 0.0670124 0.1003480
+## 1242 120.1890 5.14165 6.35322 0.849803 0.741920 361.130 0.0277540 0.1634260
+## 1243 126.9690 5.17176 6.16615 0.872004 0.748487 363.394 0.0513712 0.1622090
+## 1244 123.6590 4.96668 6.57604 0.862270 0.720883 363.329 0.0922664 0.1508120
+## 1245 138.7070 4.96778 6.58502 0.881175 0.725352 361.748 0.1335690 0.1701020
+## 1246 125.7950 4.63795 6.37345 0.863900 0.760462 362.834 0.0999008 0.1427810
+## 1247 119.6060 4.88596 6.72561 0.838969 0.727919 364.873 0.0705252 0.0972624
+## 1248 132.2730 4.91410 6.39407 0.883147 0.729589 364.444 0.1059140 0.1563930
+## 1249 125.2550 5.12363 6.80603 0.852090 0.749779 359.170 0.0994024 0.1736560
+## pA3 pA4 alpha_i d1 d2 d3 phi qp
+## 1 0.519140 0.651329 0.486876 0.881906 0.622153 0.437988 0.621604 0.0970337
+## 2 0.524206 0.652650 0.491369 0.889838 0.622347 0.439126 0.621562 0.0978779
+## 3 0.536599 0.668236 0.506051 0.898621 0.636298 0.428146 0.623294 0.0974571
+## 4 0.549191 0.658625 0.505228 0.898940 0.647654 0.435343 0.624765 0.0973755
+## 5 0.536824 0.654827 0.477133 0.882392 0.634674 0.445575 0.622049 0.0977340
+## 6 0.530050 0.643595 0.511131 0.877435 0.643654 0.439515 0.619026 0.0971776
+## 7 0.510167 0.633549 0.496399 0.873003 0.622700 0.445628 0.622041 0.0970562
+## 8 0.562809 0.650530 0.505461 0.888871 0.636287 0.435493 0.622223 0.0982910
+## 9 0.548142 0.666228 0.506933 0.877959 0.662825 0.420450 0.617393 0.0977359
+## 10 0.548142 0.666228 0.506933 0.877959 0.662825 0.420450 0.617393 0.0977359
+## 11 0.521471 0.673212 0.479031 0.879752 0.649899 0.419151 0.621072 0.0980052
+## 12 0.521471 0.673212 0.479031 0.879752 0.649899 0.419151 0.621072 0.0980052
+## 13 0.607600 0.478291 0.517769 0.935343 0.703934 0.389416 0.629461 0.0928113
+## 14 0.524250 0.649944 0.458395 0.893571 0.631831 0.432566 0.623966 0.0985431
+## 15 0.552719 0.657942 0.484924 0.880961 0.670033 0.425339 0.622874 0.0975580
+## 16 0.536805 0.668149 0.500744 0.921232 0.636784 0.412578 0.620473 0.0969071
+## 17 0.536805 0.668149 0.500744 0.921232 0.636784 0.412578 0.620473 0.0969071
+## 18 0.536805 0.668149 0.500744 0.921232 0.636784 0.412578 0.620473 0.0969071
+## 19 0.602503 0.652199 0.569863 0.876927 0.665709 0.422821 0.615105 0.0979709
+## 20 0.566330 0.657306 0.537442 0.888617 0.662125 0.408029 0.614132 0.0959431
+## 21 0.566330 0.657306 0.537442 0.888617 0.662125 0.408029 0.614132 0.0959431
+## 22 0.543811 0.580911 0.490522 0.907668 0.648431 0.404915 0.624387 0.0965784
+## 23 0.561283 0.640229 0.518512 0.910197 0.655877 0.402169 0.616589 0.0957620
+## 24 0.545316 0.686772 0.498516 0.925789 0.656557 0.393669 0.616668 0.0969648
+## 25 0.519740 0.562756 0.485367 0.904042 0.648492 0.404649 0.625795 0.0957726
+## 26 0.569119 0.602216 0.508041 0.918721 0.674704 0.388770 0.618637 0.0965330
+## 27 0.554137 0.694534 0.506719 0.905383 0.663844 0.398108 0.611494 0.0968799
+## 28 0.554137 0.694534 0.506719 0.905383 0.663844 0.398108 0.611494 0.0968799
+## 29 0.554137 0.694534 0.506719 0.905383 0.663844 0.398108 0.611494 0.0968799
+## 30 0.558506 0.700404 0.531639 0.888439 0.675583 0.404522 0.610137 0.0969222
+## 31 0.550358 0.630129 0.511517 0.913247 0.623583 0.423279 0.619774 0.0960144
+## 32 0.534751 0.699132 0.532831 0.889431 0.704576 0.387490 0.612926 0.0960354
+## 33 0.556382 0.652675 0.503559 0.918777 0.656056 0.392541 0.616916 0.0969382
+## 34 0.556382 0.652675 0.503559 0.918777 0.656056 0.392541 0.616916 0.0969382
+## 35 0.546408 0.645271 0.504473 0.918961 0.645716 0.401687 0.618545 0.0974797
+## 36 0.546408 0.645271 0.504473 0.918961 0.645716 0.401687 0.618545 0.0974797
+## 37 0.572185 0.618233 0.497151 0.924041 0.667059 0.385259 0.617815 0.0968319
+## 38 0.580344 0.593026 0.506326 0.901914 0.674111 0.396382 0.618778 0.0959441
+## 39 0.561369 0.595724 0.488514 0.909360 0.648124 0.408991 0.623733 0.0970670
+## 40 0.523116 0.622691 0.458686 0.912097 0.666657 0.383883 0.619709 0.0969004
+## 41 0.547056 0.655299 0.497450 0.910384 0.680710 0.381278 0.617169 0.0973070
+## 42 0.590079 0.596711 0.534816 0.879053 0.708204 0.388988 0.620124 0.0959874
+## 43 0.526436 0.631707 0.489264 0.900400 0.678965 0.391141 0.619666 0.0954796
+## 44 0.567904 0.629535 0.525241 0.904358 0.679902 0.388234 0.617842 0.0963377
+## 45 0.556151 0.638102 0.505500 0.897938 0.706236 0.375703 0.616070 0.0961735
+## 46 0.552494 0.674566 0.496224 0.887259 0.713778 0.381124 0.615237 0.0960671
+## 47 0.575075 0.694082 0.528233 0.902984 0.675999 0.399895 0.617629 0.0970730
+## 48 0.539372 0.641412 0.524222 0.906593 0.679339 0.393194 0.618611 0.0967383
+## 49 0.519097 0.649282 0.479112 0.923798 0.631263 0.405072 0.618046 0.0969529
+## 50 0.552032 0.644403 0.476334 0.914612 0.652243 0.398626 0.617631 0.0967213
+## 51 0.552690 0.710153 0.477734 0.910420 0.634479 0.415443 0.613327 0.0964328
+## 52 0.531214 0.722428 0.467947 0.893023 0.623224 0.432876 0.611840 0.0957328
+## 53 0.552617 0.656952 0.500357 0.917439 0.674308 0.385905 0.618739 0.0979622
+## 54 0.573803 0.681311 0.488954 0.899575 0.698546 0.385552 0.616275 0.0979151
+## 55 0.531761 0.696947 0.465000 0.904914 0.633468 0.424657 0.614959 0.0967754
+## 56 0.546255 0.628689 0.478183 0.889633 0.684121 0.397566 0.617544 0.0965536
+## 57 0.577971 0.673780 0.504856 0.910328 0.693309 0.384975 0.615519 0.0982055
+## 58 0.571209 0.686109 0.504786 0.902715 0.693929 0.386123 0.612085 0.0967553
+## 59 0.543119 0.723846 0.482480 0.899239 0.627625 0.431392 0.612002 0.0974669
+## 60 0.550493 0.683576 0.476316 0.892557 0.656228 0.414258 0.616301 0.0982524
+## 61 0.561700 0.681306 0.481965 0.920806 0.658544 0.394795 0.619938 0.0983414
+## 62 0.568020 0.665304 0.469615 0.933036 0.664874 0.383060 0.622735 0.0982562
+## 63 0.545979 0.618540 0.520867 0.873870 0.654543 0.418912 0.616093 0.0978648
+## 64 0.568020 0.665304 0.469615 0.933036 0.664874 0.383060 0.622735 0.0982562
+## 65 0.559428 0.683574 0.528724 0.891474 0.681575 0.404150 0.614029 0.0989016
+## 66 0.559428 0.683574 0.528724 0.891474 0.681575 0.404150 0.614029 0.0989016
+## 67 0.550107 0.657750 0.489108 0.896668 0.681467 0.391757 0.616570 0.0978052
+## 68 0.542992 0.644061 0.517984 0.877404 0.680690 0.403461 0.616271 0.0971658
+## 69 0.529826 0.687627 0.511575 0.891240 0.688389 0.393951 0.615639 0.0987071
+## 70 0.515285 0.680480 0.514792 0.886869 0.698717 0.393612 0.616627 0.0983842
+## 71 0.528292 0.684669 0.493871 0.898515 0.677584 0.392480 0.617342 0.0983034
+## 72 0.528292 0.684669 0.493871 0.898515 0.677584 0.392480 0.617342 0.0983034
+## 73 0.562830 0.666557 0.478903 0.908270 0.687791 0.380460 0.618286 0.0955268
+## 74 0.548804 0.659443 0.499626 0.891628 0.707941 0.382476 0.616999 0.0961952
+## 75 0.548804 0.659443 0.499626 0.891628 0.707941 0.382476 0.616999 0.0961952
+## 76 0.554784 0.636942 0.482879 0.867032 0.690645 0.405170 0.615547 0.0960461
+## 77 0.523157 0.631236 0.477594 0.874260 0.708873 0.387163 0.618467 0.0963684
+## 78 0.516096 0.620510 0.501873 0.889532 0.692553 0.385120 0.620832 0.0977319
+## 79 0.511033 0.630912 0.475713 0.885255 0.703970 0.383237 0.618914 0.0961714
+## 80 0.530709 0.676193 0.484512 0.893446 0.684773 0.399876 0.617568 0.0977402
+## 81 0.539647 0.605944 0.510110 0.886453 0.723987 0.375516 0.621925 0.0963821
+## 82 0.521678 0.677425 0.451925 0.925579 0.660450 0.399360 0.619388 0.0972909
+## 83 0.521678 0.677425 0.451925 0.925579 0.660450 0.399360 0.619388 0.0972909
+## 84 0.549372 0.697132 0.502758 0.932132 0.651393 0.396212 0.617769 0.0981832
+## 85 0.564904 0.703082 0.519719 0.895314 0.698100 0.384667 0.613261 0.0971437
+## 86 0.564179 0.703047 0.513223 0.892248 0.705282 0.382556 0.613650 0.0974539
+## 87 0.548797 0.695090 0.486071 0.910543 0.698765 0.376133 0.617701 0.0975192
+## 88 0.539496 0.696655 0.491514 0.922891 0.673061 0.388989 0.617867 0.0979993
+## 89 0.557209 0.701930 0.521029 0.923279 0.683398 0.392628 0.616931 0.0985315
+## 90 0.552260 0.722381 0.511135 0.911068 0.706780 0.386524 0.615181 0.0980558
+## 91 0.496013 0.663782 0.479545 0.906103 0.718427 0.373246 0.620514 0.0950706
+## 92 0.523405 0.642062 0.499049 0.896631 0.698119 0.386138 0.622163 0.0955038
+## 93 0.522565 0.646688 0.441486 0.895173 0.664381 0.404306 0.620003 0.0961715
+## 94 0.509925 0.627719 0.467681 0.868287 0.705279 0.389464 0.620877 0.0982683
+## 95 0.569141 0.637800 0.482621 0.891106 0.651766 0.415576 0.618158 0.0960355
+## 96 0.563248 0.691840 0.486261 0.901781 0.681543 0.389982 0.613293 0.0964595
+## 97 0.536256 0.654721 0.502681 0.901612 0.693909 0.382770 0.617176 0.0974612
+## 98 0.527186 0.682769 0.539463 0.863541 0.691598 0.395199 0.609948 0.0949361
+## 99 0.553784 0.646616 0.469606 0.910688 0.639702 0.414556 0.619562 0.0967296
+## 100 0.541635 0.692445 0.470050 0.925846 0.646041 0.407671 0.619504 0.0976503
+## 101 0.546105 0.679158 0.480125 0.919277 0.665341 0.401497 0.620757 0.0982916
+## 102 0.546270 0.705499 0.515138 0.907939 0.659870 0.403526 0.614232 0.0956613
+## 103 0.535780 0.671411 0.486461 0.883467 0.687520 0.389763 0.615562 0.0944292
+## 104 0.548578 0.677065 0.468232 0.909347 0.657298 0.404996 0.616300 0.0971010
+## 105 0.504572 0.722478 0.517312 0.955865 0.602361 0.415205 0.614867 0.0952519
+## 106 0.501667 0.692338 0.488485 0.914902 0.694079 0.376837 0.616853 0.0948780
+## 107 0.501667 0.692338 0.488485 0.914902 0.694079 0.376837 0.616853 0.0948780
+## 108 0.501667 0.692338 0.488485 0.914902 0.694079 0.376837 0.616853 0.0948780
+## 109 0.490300 0.691008 0.496870 0.913466 0.702131 0.376426 0.618955 0.0959304
+## 110 0.490300 0.691008 0.496870 0.913466 0.702131 0.376426 0.618955 0.0959304
+## 111 0.586004 0.684004 0.459644 0.915359 0.653213 0.411770 0.616151 0.0972415
+## 112 0.586004 0.684004 0.459644 0.915359 0.653213 0.411770 0.616151 0.0972415
+## 113 0.551999 0.654590 0.483224 0.919979 0.685584 0.384166 0.617243 0.0957811
+## 114 0.531342 0.622747 0.452532 0.912981 0.700035 0.379483 0.623567 0.0972800
+## 115 0.552499 0.625629 0.446469 0.921364 0.671114 0.394368 0.625989 0.0979731
+## 116 0.551999 0.654590 0.483224 0.919979 0.685584 0.384166 0.617243 0.0957811
+## 117 0.551999 0.654590 0.483224 0.919979 0.685584 0.384166 0.617243 0.0957811
+## 118 0.561503 0.615515 0.454372 0.925381 0.657479 0.398963 0.627287 0.0968737
+## 119 0.580626 0.666146 0.475132 0.940020 0.616342 0.424378 0.621806 0.0968514
+## 120 0.518315 0.690554 0.479961 0.926228 0.654754 0.394918 0.624526 0.0970071
+## 121 0.513778 0.722657 0.500670 0.902986 0.675327 0.396318 0.617272 0.0975142
+## 122 0.559209 0.706999 0.503735 0.907827 0.678566 0.397028 0.612602 0.0969812
+## 123 0.508897 0.749617 0.480870 0.888429 0.670363 0.400242 0.613842 0.0969931
+## 124 0.534407 0.668714 0.448710 0.917631 0.668353 0.392063 0.621118 0.0971371
+## 125 0.527942 0.632081 0.587217 0.916083 0.636348 0.431492 0.613086 0.0921838
+## 126 0.520820 0.713527 0.475868 0.904059 0.669059 0.397491 0.616152 0.0974553
+## 127 0.569850 0.664174 0.469917 0.900349 0.675631 0.392222 0.617567 0.0972512
+## 128 0.533064 0.729401 0.510272 0.891101 0.687796 0.391503 0.614731 0.0964520
+## 129 0.524064 0.686756 0.454992 0.909147 0.716179 0.367956 0.618982 0.0970827
+## 130 0.547499 0.681045 0.474085 0.920234 0.712419 0.367864 0.620158 0.0965772
+## 131 0.556455 0.701918 0.500787 0.917059 0.655130 0.400144 0.620003 0.0974210
+## 132 0.522543 0.664087 0.494957 0.923057 0.714017 0.366055 0.621188 0.0965250
+## 133 0.537644 0.698657 0.503838 0.912639 0.707898 0.372562 0.619856 0.0975658
+## 134 0.562226 0.733041 0.464716 0.899086 0.685534 0.388092 0.615120 0.0986428
+## 135 0.579650 0.695920 0.511756 0.922674 0.706743 0.373983 0.619827 0.0965635
+## 136 0.543974 0.716853 0.479151 0.903311 0.706729 0.379725 0.619052 0.0978434
+## 137 0.545018 0.722989 0.502218 0.890352 0.721716 0.372330 0.617528 0.0974110
+## 138 0.544920 0.660857 0.459564 0.924954 0.695318 0.374391 0.622927 0.0974014
+## 139 0.541951 0.703801 0.467248 0.903489 0.701030 0.379051 0.615217 0.0972435
+## 140 0.523666 0.734858 0.464482 0.895017 0.721398 0.373152 0.616229 0.0981560
+## 141 0.535042 0.701473 0.481940 0.911183 0.676931 0.390770 0.616927 0.0968882
+## 142 0.478254 0.729376 0.393616 0.902907 0.740696 0.360151 0.615375 0.0941281
+## 143 0.527322 0.725926 0.465080 0.903406 0.709377 0.371309 0.615573 0.0966414
+## 144 0.511277 0.741907 0.500699 0.885090 0.715546 0.371497 0.615383 0.0977587
+## 145 0.561301 0.668158 0.493598 0.903094 0.695924 0.383490 0.617808 0.0977000
+## 146 0.552493 0.642604 0.437461 0.926508 0.697097 0.381968 0.619460 0.0962908
+## 147 0.552057 0.658305 0.441489 0.924987 0.707202 0.370239 0.619076 0.0979235
+## 148 0.529915 0.701906 0.470708 0.913763 0.703798 0.375309 0.618409 0.0988464
+## 149 0.529915 0.701906 0.470708 0.913763 0.703798 0.375309 0.618409 0.0988464
+## 150 0.530401 0.667329 0.446040 0.923035 0.701889 0.377522 0.617928 0.0984154
+## 151 0.549771 0.698761 0.505779 0.905414 0.729934 0.358207 0.617057 0.0964851
+## 152 0.550718 0.713982 0.507506 0.908292 0.728120 0.351660 0.616988 0.0972363
+## 153 0.545235 0.710965 0.533896 0.921732 0.712334 0.357373 0.615080 0.0962114
+## 154 0.555156 0.724560 0.554290 0.902293 0.711958 0.362265 0.614420 0.0965984
+## 155 0.572278 0.658234 0.496174 0.890506 0.724276 0.373724 0.618850 0.0964375
+## 156 0.553620 0.667845 0.513210 0.902047 0.712743 0.365942 0.615803 0.0962107
+## 157 0.540726 0.717572 0.572748 0.906907 0.707121 0.360962 0.611377 0.0963562
+## 158 0.551721 0.649745 0.486789 0.892171 0.735274 0.365817 0.613538 0.0979043
+## 159 0.572670 0.640651 0.501860 0.877219 0.710332 0.382441 0.613383 0.0986824
+## 160 0.558423 0.659287 0.492411 0.877388 0.724625 0.372120 0.611526 0.0987527
+## 161 0.552563 0.680968 0.514140 0.877723 0.680520 0.395445 0.612696 0.0992447
+## 162 0.560017 0.639962 0.497026 0.877016 0.654190 0.419971 0.613847 0.0988977
+## 163 0.541041 0.681691 0.462951 0.901856 0.734460 0.363208 0.616458 0.0965817
+## 164 0.518466 0.694004 0.432592 0.903731 0.731395 0.364019 0.613369 0.0977984
+## 165 0.525556 0.666377 0.441605 0.908131 0.704691 0.384410 0.617049 0.0991237
+## 166 0.513476 0.719521 0.488673 0.921037 0.690585 0.363069 0.614057 0.0968666
+## 167 0.533366 0.699949 0.442055 0.906099 0.693766 0.373776 0.617891 0.0981374
+## 168 0.533631 0.661323 0.502534 0.900804 0.724833 0.365040 0.613558 0.0968840
+## 169 0.521585 0.712978 0.485470 0.902254 0.707455 0.361814 0.617798 0.0948282
+## 170 0.536861 0.676170 0.500311 0.895721 0.694542 0.373073 0.613230 0.0977890
+## 171 0.508944 0.679256 0.542096 0.900141 0.739809 0.352257 0.615557 0.0966000
+## 172 0.517000 0.699403 0.539344 0.899693 0.732100 0.355516 0.612230 0.0968429
+## 173 0.484576 0.657734 0.476816 0.947106 0.704545 0.370878 0.632161 0.0930290
+## 174 0.537344 0.681860 0.527610 0.892549 0.716922 0.364826 0.611604 0.0977796
+## 175 0.554142 0.664421 0.486193 0.893747 0.707993 0.379557 0.616514 0.0952639
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+## 933 0.571686 0.812727 0.714271 0.883392 0.862214 0.314900 0.609869 0.0999437
+## 934 0.543949 0.765997 0.680238 0.899697 0.808022 0.324234 0.613076 0.0991670
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+## 978 0.516162 0.738981 0.585167 0.883983 0.855879 0.320374 0.621328 0.0985677
+## 979 0.523701 0.773721 0.672208 0.900271 0.808372 0.322114 0.612350 0.0979814
+## 980 0.516162 0.738981 0.585167 0.883983 0.855879 0.320374 0.621328 0.0985677
+## 981 0.516162 0.738981 0.585167 0.883983 0.855879 0.320374 0.621328 0.0985677
+## 982 0.516162 0.738981 0.585167 0.883983 0.855879 0.320374 0.621328 0.0985677
+## 983 0.526220 0.749749 0.595674 0.873608 0.871802 0.323094 0.620050 0.0979874
+## 984 0.526220 0.749749 0.595674 0.873608 0.871802 0.323094 0.620050 0.0979874
+## 985 0.541608 0.746542 0.632487 0.878966 0.864786 0.317993 0.624049 0.0993145
+## 986 0.541608 0.746542 0.632487 0.878966 0.864786 0.317993 0.624049 0.0993145
+## 987 0.541608 0.746542 0.632487 0.878966 0.864786 0.317993 0.624049 0.0993145
+## 988 0.535571 0.747224 0.676019 0.887189 0.843215 0.315775 0.624870 0.0995421
+## 989 0.550840 0.762430 0.675115 0.867312 0.878571 0.319451 0.620694 0.0984987
+## 990 0.550840 0.762430 0.675115 0.867312 0.878571 0.319451 0.620694 0.0984987
+## 991 0.512425 0.706191 0.640893 0.905256 0.769947 0.327663 0.616798 0.0979226
+## 992 0.496718 0.751427 0.740031 0.891439 0.790141 0.327135 0.616333 0.0976470
+## 993 0.496718 0.751427 0.740031 0.891439 0.790141 0.327135 0.616333 0.0976470
+## 994 0.537682 0.753410 0.593836 0.874710 0.874332 0.318048 0.620840 0.0997185
+## 995 0.529809 0.773596 0.695880 0.871066 0.843992 0.321824 0.616230 0.0978206
+## 996 0.537939 0.784476 0.649040 0.858100 0.861630 0.323670 0.614122 0.0948617
+## 997 0.559651 0.764597 0.631796 0.861696 0.823998 0.339052 0.616991 0.0952256
+## 998 0.512542 0.757477 0.515849 0.870932 0.817909 0.345569 0.616186 0.0960193
+## 999 0.543847 0.743663 0.772526 0.890689 0.778789 0.330216 0.625137 0.0987968
+## 1000 0.572559 0.776274 0.635894 0.850946 0.812077 0.346255 0.619716 0.0951195
+## 1001 0.571766 0.803906 0.658428 0.852508 0.889041 0.331021 0.618036 0.0965712
+## 1002 0.569389 0.793411 0.636502 0.857152 0.870128 0.335468 0.612299 0.0950951
+## 1003 0.527394 0.776045 0.633786 0.882967 0.881109 0.319612 0.612330 0.0967577
+## 1004 0.527394 0.776045 0.633786 0.882967 0.881109 0.319612 0.612330 0.0967577
+## 1005 0.546428 0.724175 0.621872 0.894701 0.833771 0.321042 0.621464 0.0984023
+## 1006 0.565542 0.734844 0.614255 0.887718 0.843682 0.329545 0.616115 0.0967175
+## 1007 0.527501 0.696814 0.643982 0.916229 0.809214 0.317542 0.617194 0.0990933
+## 1008 0.531431 0.747586 0.712309 0.914588 0.819516 0.312956 0.619933 0.0998180
+## 1009 0.580625 0.852359 0.655170 0.882642 0.827331 0.315590 0.616833 0.0958608
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+## 1015 0.498975 0.802352 0.666898 0.867518 0.849918 0.322161 0.616653 0.0966912
+## 1016 0.498975 0.802352 0.666898 0.867518 0.849918 0.322161 0.616653 0.0966912
+## 1017 0.552909 0.753723 0.623270 0.870590 0.878170 0.312437 0.614571 0.0965779
+## 1018 0.552909 0.753723 0.623270 0.870590 0.878170 0.312437 0.614571 0.0965779
+## 1019 0.552909 0.753723 0.623270 0.870590 0.878170 0.312437 0.614571 0.0965779
+## 1020 0.552909 0.753723 0.623270 0.870590 0.878170 0.312437 0.614571 0.0965779
+## 1021 0.522675 0.784102 0.665505 0.865138 0.869843 0.318934 0.610391 0.0955698
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+## 1023 0.542318 0.785686 0.628402 0.872567 0.884334 0.314206 0.613613 0.0957102
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+## 1058 0.529662 0.755135 0.621668 0.901989 0.806056 0.311448 0.614167 0.0964308
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+## 1063 0.534147 0.806719 0.635689 0.863255 0.823193 0.334898 0.619955 0.0915126
+## 1064 0.556024 0.793158 0.581509 0.863528 0.875362 0.317577 0.617236 0.0930813
+## 1065 0.539494 0.803856 0.615489 0.847195 0.866185 0.323019 0.615460 0.0910635
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+## 1071 0.560397 0.775110 0.629363 0.868930 0.836934 0.333964 0.615212 0.0966625
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+## 1075 0.556109 0.745649 0.601283 0.885335 0.851234 0.319235 0.620490 0.0995422
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+## 1077 0.517901 0.713340 0.580283 0.875298 0.888174 0.306784 0.616462 0.0982313
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+## 1080 0.517199 0.796413 0.588836 0.872610 0.843301 0.339216 0.617577 0.0938063
+## 1081 0.504823 0.733369 0.616060 0.889082 0.834149 0.329406 0.622041 0.0964236
+## 1082 0.510307 0.753400 0.657611 0.864394 0.820495 0.342948 0.621618 0.0943891
+## 1083 0.514652 0.773330 0.647702 0.868428 0.825323 0.349203 0.623268 0.0948949
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+## 1091 0.563424 0.740635 0.661396 0.906821 0.825556 0.326580 0.617623 0.0995201
+## 1092 0.540376 0.811604 0.667101 0.873736 0.833252 0.317701 0.617254 0.0945791
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+## 1096 0.551222 0.714077 0.612259 0.891851 0.828391 0.333991 0.611653 0.0967424
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+## 1099 0.518384 0.760484 0.684657 0.900792 0.795356 0.326579 0.615709 0.0971218
+## 1100 0.568355 0.789043 0.652517 0.877861 0.852821 0.323268 0.614036 0.0995209
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+## 1102 0.516007 0.743509 0.653096 0.875254 0.858767 0.322699 0.621722 0.0998097
+## 1103 0.498929 0.729396 0.619810 0.886684 0.852069 0.316713 0.619816 0.0978225
+## 1104 0.533794 0.734613 0.619069 0.911614 0.835654 0.304895 0.618307 0.0992147
+## 1105 0.519722 0.743603 0.603699 0.892755 0.828339 0.326766 0.618869 0.0975280
+## 1106 0.506434 0.740524 0.645395 0.876944 0.844012 0.333365 0.622797 0.0994599
+## 1107 0.506434 0.740524 0.645395 0.876944 0.844012 0.333365 0.622797 0.0994599
+## 1108 0.538003 0.739343 0.617551 0.854284 0.824682 0.356798 0.618790 0.0932973
+## 1109 0.548636 0.730088 0.620935 0.851964 0.849950 0.354775 0.624555 0.0973656
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+## 1111 0.504129 0.754993 0.605498 0.885585 0.841661 0.334004 0.622616 0.0962950
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+## 1113 0.502013 0.818292 0.695671 0.854711 0.818547 0.339026 0.615918 0.0953749
+## 1114 0.514228 0.741401 0.675015 0.868834 0.785765 0.345999 0.611868 0.0962757
+## 1115 0.514228 0.741401 0.675015 0.868834 0.785765 0.345999 0.611868 0.0962757
+## 1116 0.520453 0.704868 0.540239 0.857200 0.734626 0.405208 0.620843 0.0952964
+## 1117 0.509664 0.716580 0.539892 0.888679 0.733891 0.378466 0.620972 0.0966742
+## 1118 0.497120 0.716069 0.634010 0.840289 0.835287 0.346085 0.622565 0.0972014
+## 1119 0.497691 0.692504 0.585248 0.855235 0.759906 0.379829 0.616339 0.0929711
+## 1120 0.490029 0.684450 0.572549 0.875726 0.766031 0.365408 0.615371 0.0951502
+## 1121 0.490029 0.684450 0.572549 0.875726 0.766031 0.365408 0.615371 0.0951502
+## 1122 0.490029 0.684450 0.572549 0.875726 0.766031 0.365408 0.615371 0.0951502
+## 1123 0.484996 0.694996 0.611000 0.863282 0.805193 0.349092 0.618623 0.0950609
+## 1124 0.500787 0.753796 0.665516 0.869121 0.800569 0.347895 0.619393 0.0937921
+## 1125 0.524542 0.759626 0.628551 0.866584 0.814786 0.356428 0.617888 0.0962643
+## 1126 0.524542 0.759626 0.628551 0.866584 0.814786 0.356428 0.617888 0.0962643
+## 1127 0.529374 0.788286 0.674716 0.876277 0.842547 0.342352 0.617478 0.0973818
+## 1128 0.515011 0.774791 0.597082 0.860691 0.838438 0.353340 0.623885 0.0973930
+## 1129 0.525802 0.756347 0.616208 0.884836 0.838199 0.318399 0.616442 0.0975420
+## 1130 0.509804 0.719773 0.624656 0.879824 0.834197 0.335415 0.615839 0.0964468
+## 1131 0.509804 0.719773 0.624656 0.879824 0.834197 0.335415 0.615839 0.0964468
+## 1132 0.507161 0.707500 0.624314 0.864988 0.843552 0.341829 0.620388 0.0987574
+## 1133 0.531793 0.718466 0.636532 0.873049 0.845922 0.321013 0.614478 0.0986845
+## 1134 0.531793 0.718466 0.636532 0.873049 0.845922 0.321013 0.614478 0.0986845
+## 1135 0.535142 0.742253 0.626004 0.877952 0.860853 0.313720 0.616490 0.0972209
+## 1136 0.518910 0.796384 0.676874 0.853079 0.808130 0.336271 0.603826 0.0933481
+## 1137 0.535142 0.742253 0.626004 0.877952 0.860853 0.313720 0.616490 0.0972209
+## 1138 0.540799 0.757138 0.638703 0.900324 0.831808 0.318488 0.617485 0.0979256
+## 1139 0.540799 0.757138 0.638703 0.900324 0.831808 0.318488 0.617485 0.0979256
+## 1140 0.528578 0.725058 0.628333 0.896390 0.803113 0.330370 0.617014 0.0983193
+## 1141 0.507727 0.706283 0.616877 0.904885 0.784812 0.329921 0.618019 0.0974911
+## 1142 0.507727 0.706283 0.616877 0.904885 0.784812 0.329921 0.618019 0.0974911
+## 1143 0.499726 0.692293 0.587973 0.907662 0.784682 0.333185 0.620906 0.0980918
+## 1144 0.517847 0.772559 0.657800 0.870724 0.883745 0.303736 0.618108 0.0984821
+## 1145 0.517847 0.772559 0.657800 0.870724 0.883745 0.303736 0.618108 0.0984821
+## 1146 0.511950 0.744079 0.627423 0.863815 0.864175 0.328436 0.620798 0.0983027
+## 1147 0.539753 0.802423 0.643898 0.883910 0.897091 0.292319 0.619004 0.0973116
+## 1148 0.513230 0.732379 0.614151 0.856734 0.860524 0.333648 0.614446 0.0963930
+## 1149 0.490451 0.733740 0.615361 0.872473 0.797887 0.351645 0.617464 0.0959970
+## 1150 0.490451 0.733740 0.615361 0.872473 0.797887 0.351645 0.617464 0.0959970
+## 1151 0.522375 0.796319 0.654018 0.865362 0.857481 0.321161 0.615198 0.0950499
+## 1152 0.583703 0.808808 0.620585 0.871544 0.854987 0.323473 0.622179 0.0971257
+## 1153 0.574272 0.829290 0.665627 0.863260 0.878231 0.322133 0.621176 0.0968826
+## 1154 0.574272 0.829290 0.665627 0.863260 0.878231 0.322133 0.621176 0.0968826
+## 1155 0.574272 0.829290 0.665627 0.863260 0.878231 0.322133 0.621176 0.0968826
+## 1156 0.530982 0.776223 0.649751 0.875553 0.844339 0.329641 0.619400 0.0966470
+## 1157 0.505943 0.749600 0.657089 0.882869 0.816515 0.331575 0.615930 0.0960094
+## 1158 0.523918 0.766786 0.654776 0.874279 0.866024 0.314782 0.617372 0.0968046
+## 1159 0.546160 0.823854 0.658159 0.870220 0.864987 0.317460 0.618166 0.0960865
+## 1160 0.538168 0.854363 0.679883 0.854879 0.895095 0.316560 0.622477 0.0967875
+## 1161 0.479303 0.740438 0.654314 0.872928 0.820454 0.339113 0.614788 0.0957049
+## 1162 0.497018 0.773558 0.620239 0.880747 0.804745 0.347000 0.621524 0.0937305
+## 1163 0.497018 0.773558 0.620239 0.880747 0.804745 0.347000 0.621524 0.0937305
+## 1164 0.538895 0.777763 0.612979 0.871748 0.862293 0.328006 0.623808 0.0967215
+## 1165 0.539014 0.826310 0.660420 0.867762 0.882859 0.310939 0.619308 0.0963452
+## 1166 0.561036 0.789214 0.645322 0.867211 0.860536 0.337276 0.626065 0.0979492
+## 1167 0.563704 0.756669 0.610369 0.852761 0.874547 0.324817 0.624382 0.0966133
+## 1168 0.548784 0.813374 0.658767 0.877791 0.876008 0.319830 0.620536 0.0952813
+## 1169 0.522361 0.762655 0.617705 0.865618 0.862225 0.333288 0.620525 0.0943148
+## 1170 0.524101 0.747782 0.587609 0.870529 0.857018 0.330478 0.621170 0.0956855
+## 1171 0.538386 0.794431 0.627068 0.861509 0.844463 0.333570 0.617978 0.0954203
+## 1172 0.546912 0.837157 0.644740 0.872260 0.871485 0.312665 0.617638 0.0960375
+## 1173 0.540752 0.799229 0.677608 0.866473 0.851975 0.332292 0.620984 0.0996576
+## 1174 0.535096 0.816673 0.696692 0.825666 0.847048 0.349696 0.628700 0.0938641
+## 1175 0.498934 0.745783 0.648108 0.886623 0.775736 0.348092 0.616716 0.0974289
+## 1176 0.516932 0.818043 0.678102 0.865662 0.846207 0.333602 0.628022 0.0944541
+## 1177 0.536226 0.826978 0.676985 0.851814 0.885225 0.323659 0.620482 0.0952176
+## 1178 0.527836 0.735598 0.662200 0.872141 0.829375 0.338382 0.625747 0.0986765
+## 1179 0.512816 0.718149 0.668302 0.876948 0.840117 0.327271 0.623473 0.0973594
+## 1180 0.535618 0.818595 0.724264 0.876536 0.846998 0.326504 0.627967 0.0955655
+## 1181 0.541833 0.799607 0.663826 0.881235 0.865509 0.317753 0.623096 0.0958694
+## 1182 0.505127 0.792682 0.677325 0.884786 0.858008 0.316811 0.621208 0.0944422
+## 1183 0.525184 0.819914 0.626558 0.837586 0.832164 0.350644 0.616016 0.0928016
+## 1184 0.524219 0.801288 0.669706 0.891315 0.847544 0.319072 0.618823 0.0974851
+## 1185 0.525269 0.810562 0.681242 0.895990 0.837332 0.318001 0.619923 0.0966791
+## 1186 0.517766 0.728686 0.660225 0.906119 0.819215 0.318040 0.619697 0.0982237
+## 1187 0.557294 0.787661 0.698101 0.858156 0.847756 0.321211 0.611052 0.0973097
+## 1188 0.527856 0.784332 0.653594 0.872473 0.866791 0.316170 0.618469 0.0980802
+## 1189 0.513664 0.734121 0.600272 0.875479 0.848455 0.325065 0.619441 0.0983127
+## 1190 0.525529 0.789072 0.626631 0.857805 0.874097 0.322747 0.623090 0.0952440
+## 1191 0.492325 0.763216 0.621847 0.813352 0.872701 0.343343 0.623104 0.0936491
+## 1192 0.490655 0.723499 0.726984 0.875305 0.867584 0.306429 0.618301 0.0966909
+## 1193 0.512272 0.785890 0.648044 0.816952 0.905490 0.328039 0.621279 0.0930763
+## 1194 0.556223 0.791843 0.679211 0.838809 0.920642 0.313671 0.623099 0.0959537
+## 1195 0.582342 0.830616 0.683803 0.845995 0.929345 0.309460 0.624365 0.0968399
+## 1196 0.582342 0.830616 0.683803 0.845995 0.929345 0.309460 0.624365 0.0968399
+## 1197 0.535994 0.770791 0.591050 0.874165 0.868001 0.325256 0.619826 0.0985942
+## 1198 0.535994 0.770791 0.591050 0.874165 0.868001 0.325256 0.619826 0.0985942
+## 1199 0.535994 0.770791 0.591050 0.874165 0.868001 0.325256 0.619826 0.0985942
+## 1200 0.546009 0.772405 0.683836 0.888278 0.818141 0.320913 0.618893 0.0990002
+## 1201 0.470795 0.659935 0.691331 0.865255 0.854370 0.312659 0.621342 0.0967620
+## 1202 0.529739 0.777601 0.718376 0.874731 0.838622 0.314447 0.617666 0.0959947
+## 1203 0.504502 0.757420 0.734718 0.821642 0.922068 0.309827 0.628500 0.0944421
+## 1204 0.513263 0.741977 0.659272 0.880232 0.854076 0.310662 0.619397 0.0960287
+## 1205 0.517517 0.771230 0.651979 0.871462 0.870488 0.318084 0.619264 0.0965614
+## 1206 0.465254 0.720419 0.677960 0.902059 0.784259 0.329682 0.621878 0.0970915
+## 1207 0.479330 0.733659 0.669830 0.858132 0.905746 0.297623 0.615670 0.0956287
+## 1208 0.490311 0.753436 0.673668 0.852373 0.937483 0.294705 0.615537 0.0960701
+## 1209 0.497203 0.751263 0.664214 0.895289 0.803540 0.324761 0.619286 0.0970934
+## 1210 0.551565 0.818945 0.644430 0.855157 0.916138 0.311167 0.618893 0.0962235
+## 1211 0.493076 0.726805 0.645331 0.903731 0.807065 0.326349 0.625278 0.0996138
+## 1212 0.533998 0.760837 0.636312 0.893407 0.804303 0.335178 0.619885 0.0995141
+## 1213 0.517387 0.793832 0.620736 0.886314 0.868895 0.312929 0.609387 0.0976253
+## 1214 0.539384 0.780321 0.617122 0.898620 0.853547 0.315822 0.611624 0.0988260
+## 1215 0.447282 0.691893 0.598079 0.908317 0.802341 0.332322 0.618546 0.0969684
+## 1216 0.548379 0.791289 0.632308 0.888747 0.796477 0.332440 0.612076 0.0948054
+## 1217 0.530689 0.788374 0.639673 0.894744 0.891177 0.298112 0.610016 0.0993164
+## 1218 0.505240 0.783300 0.660486 0.891451 0.863581 0.319376 0.622632 0.0982948
+## 1219 0.510369 0.813842 0.630564 0.889607 0.839420 0.337690 0.621272 0.0975088
+## 1220 0.510369 0.813842 0.630564 0.889607 0.839420 0.337690 0.621272 0.0975088
+## 1221 0.537725 0.756392 0.616615 0.868911 0.848049 0.329870 0.621545 0.0977017
+## 1222 0.537725 0.756392 0.616615 0.868911 0.848049 0.329870 0.621545 0.0977017
+## 1223 0.531721 0.743417 0.595627 0.864327 0.887514 0.321510 0.620561 0.0975179
+## 1224 0.537088 0.792897 0.607379 0.905436 0.856738 0.312657 0.618826 0.0978088
+## 1225 0.535800 0.805699 0.643396 0.900685 0.884988 0.308063 0.615826 0.0992131
+## 1226 0.512938 0.780453 0.667085 0.860331 0.938140 0.300889 0.618173 0.0975955
+## 1227 0.486857 0.787832 0.627404 0.871044 0.846598 0.334231 0.618018 0.0932323
+## 1228 0.525294 0.823703 0.666777 0.864756 0.863168 0.323740 0.615513 0.0951942
+## 1229 0.483422 0.825152 0.724273 0.865708 0.884060 0.309981 0.611117 0.0952417
+## 1230 0.501778 0.791980 0.656857 0.877996 0.845244 0.325262 0.611282 0.0980409
+## 1231 0.527515 0.789116 0.637121 0.886565 0.906796 0.302514 0.615446 0.0998930
+## 1232 0.525574 0.782156 0.609771 0.901719 0.856757 0.320422 0.621511 0.0995434
+## 1233 0.530728 0.811352 0.645074 0.876291 0.858460 0.331089 0.621507 0.0975732
+## 1234 0.496572 0.663397 0.567114 0.888414 0.825225 0.331102 0.619713 0.0998924
+## 1235 0.451636 0.738476 0.651310 0.882998 0.856906 0.311764 0.612565 0.0970576
+## 1236 0.451636 0.738476 0.651310 0.882998 0.856906 0.311764 0.612565 0.0970576
+## 1237 0.493470 0.792726 0.637011 0.884527 0.874804 0.323830 0.618784 0.0970848
+## 1238 0.493511 0.797419 0.659112 0.888145 0.848143 0.337395 0.619537 0.0966134
+## 1239 0.485340 0.815746 0.737626 0.851456 0.836486 0.340966 0.618240 0.0932659
+## 1240 0.508940 0.791613 0.734436 0.868298 0.839764 0.337298 0.621482 0.0959145
+## 1241 0.516651 0.754408 0.581752 0.899729 0.883026 0.313301 0.622220 0.0993801
+## 1242 0.477217 0.796440 0.654952 0.902647 0.850898 0.318406 0.614677 0.0977993
+## 1243 0.518576 0.795497 0.661657 0.915768 0.851316 0.311609 0.616306 0.0994455
+## 1244 0.515741 0.756735 0.609148 0.896625 0.884308 0.308560 0.617482 0.0983746
+## 1245 0.529062 0.805983 0.710943 0.835665 0.923479 0.307208 0.617727 0.0957292
+## 1246 0.513352 0.748007 0.613204 0.906081 0.849793 0.305242 0.619654 0.0981503
+## 1247 0.517511 0.755334 0.578694 0.913814 0.869008 0.314389 0.624627 0.0983113
+## 1248 0.526663 0.793838 0.688024 0.859876 0.920105 0.301530 0.617150 0.0966520
+## 1249 0.466101 0.744715 0.577536 0.882877 0.829937 0.345302 0.618626 0.0952115
+## qc b1 psi c5ep1 c5ep2 ep5 ep6
+## 1 0.999361 1.99626 0.258520 -4.60172 -0.232846 3.05344e-05 0.000147042
+## 2 0.999948 1.99816 0.257884 -4.60084 -0.233374 3.03877e-05 0.000146054
+## 3 0.999341 1.99664 0.257160 -4.60839 -0.233893 3.07151e-05 0.000144364
+## 4 0.999274 1.99972 0.255122 -4.60718 -0.232938 2.86726e-05 0.000141545
+## 5 0.999644 1.99674 0.260177 -4.62455 -0.229634 3.05826e-05 0.000144383
+## 6 0.999927 1.99755 0.258645 -4.61297 -0.231918 3.09393e-05 0.000146081
+## 7 0.999896 1.99475 0.261634 -4.61811 -0.231371 3.15523e-05 0.000145267
+## 8 0.999115 1.99554 0.262797 -4.62190 -0.230556 2.97339e-05 0.000144033
+## 9 0.999471 1.99938 0.263954 -4.61267 -0.231109 2.99149e-05 0.000147668
+## 10 0.999471 1.99938 0.263954 -4.61267 -0.231109 2.99149e-05 0.000147668
+## 11 0.999428 1.99890 0.265341 -4.62135 -0.230230 3.08815e-05 0.000149840
+## 12 0.999428 1.99890 0.265341 -4.62135 -0.230230 3.08815e-05 0.000149840
+## 13 0.995497 1.95753 0.255954 -4.59824 -0.233252 2.93388e-05 0.000115939
+## 14 0.999617 1.99407 0.259398 -4.61204 -0.231628 3.09186e-05 0.000142380
+## 15 0.999831 1.99669 0.262947 -4.61454 -0.230919 3.03855e-05 0.000141511
+## 16 0.999568 1.99480 0.252886 -4.57966 -0.238054 3.10452e-05 0.000143183
+## 17 0.999568 1.99480 0.252886 -4.57966 -0.238054 3.10452e-05 0.000143183
+## 18 0.999568 1.99480 0.252886 -4.57966 -0.238054 3.10452e-05 0.000143183
+## 19 0.999194 1.99973 0.263845 -4.63307 -0.231394 2.89820e-05 0.000143587
+## 20 0.999229 1.99775 0.262004 -4.60453 -0.233557 3.07529e-05 0.000148311
+## 21 0.999229 1.99775 0.262004 -4.60453 -0.233557 3.07529e-05 0.000148311
+## 22 0.999580 1.99925 0.259325 -4.60591 -0.234217 3.01620e-05 0.000140421
+## 23 0.999345 1.99504 0.257585 -4.58188 -0.236276 3.10207e-05 0.000143391
+## 24 0.999917 1.99840 0.253854 -4.57516 -0.237204 3.04855e-05 0.000145735
+## 25 0.999930 1.99858 0.257300 -4.61776 -0.233073 3.01257e-05 0.000141070
+## 26 0.998907 1.99600 0.259112 -4.59727 -0.234386 2.97039e-05 0.000139239
+## 27 0.999052 1.99938 0.259131 -4.57138 -0.236732 3.11905e-05 0.000148766
+## 28 0.999052 1.99938 0.259131 -4.57138 -0.236732 3.11905e-05 0.000148766
+## 29 0.999052 1.99938 0.259131 -4.57138 -0.236732 3.11905e-05 0.000148766
+## 30 0.998371 1.99764 0.260022 -4.57897 -0.235474 3.07403e-05 0.000149079
+## 31 0.999333 1.99580 0.251805 -4.58701 -0.236108 2.97780e-05 0.000142222
+## 32 0.999742 1.99533 0.257924 -4.59199 -0.234034 3.10714e-05 0.000149631
+## 33 0.999818 1.99934 0.256898 -4.57127 -0.237230 3.01893e-05 0.000147801
+## 34 0.999818 1.99934 0.256898 -4.57127 -0.237230 3.01893e-05 0.000147801
+## 35 0.999536 1.99800 0.255182 -4.59014 -0.235633 2.97057e-05 0.000144419
+## 36 0.999536 1.99800 0.255182 -4.59014 -0.235633 2.97057e-05 0.000144419
+## 37 0.999768 1.99940 0.259353 -4.57858 -0.236129 2.96749e-05 0.000143155
+## 38 0.999836 1.99961 0.262856 -4.58723 -0.234199 2.95592e-05 0.000144479
+## 39 0.999741 1.99782 0.261046 -4.60479 -0.233359 2.94834e-05 0.000142621
+## 40 0.999631 1.99880 0.263055 -4.59758 -0.232832 3.11405e-05 0.000146974
+## 41 0.999464 1.99807 0.262233 -4.59361 -0.234060 3.03885e-05 0.000148149
+## 42 0.999738 1.99857 0.271197 -4.63731 -0.227722 2.98743e-05 0.000145374
+## 43 0.999949 1.99627 0.261451 -4.60944 -0.232109 3.11100e-05 0.000147317
+## 44 0.998774 1.99625 0.261465 -4.58923 -0.234716 2.96859e-05 0.000147105
+## 45 0.999348 1.99648 0.263584 -4.58415 -0.234064 3.02670e-05 0.000148691
+## 46 0.999496 1.99584 0.266937 -4.59274 -0.232855 3.15294e-05 0.000149280
+## 47 0.999948 1.99586 0.259034 -4.59050 -0.234970 2.99440e-05 0.000148211
+## 48 0.998202 1.99156 0.253479 -4.58496 -0.236593 3.00404e-05 0.000142317
+## 49 0.998753 1.99656 0.251341 -4.57746 -0.236785 3.07539e-05 0.000143918
+## 50 0.999861 1.99924 0.261149 -4.58947 -0.233659 3.09211e-05 0.000146305
+## 51 0.999849 1.99895 0.258704 -4.55959 -0.236680 3.17084e-05 0.000150776
+## 52 0.999696 1.99954 0.257891 -4.56546 -0.235874 3.26131e-05 0.000151287
+## 53 0.998696 1.99611 0.258965 -4.58472 -0.235703 2.99380e-05 0.000145469
+## 54 0.999945 1.99965 0.266136 -4.58270 -0.233729 3.03125e-05 0.000149425
+## 55 0.999841 1.99778 0.256628 -4.57646 -0.234547 3.17695e-05 0.000146213
+## 56 0.999525 1.99919 0.266613 -4.60431 -0.230787 3.07908e-05 0.000151772
+## 57 0.999215 1.99913 0.261538 -4.57601 -0.235401 2.97914e-05 0.000147041
+## 58 0.999194 1.99819 0.262553 -4.56521 -0.235698 3.06413e-05 0.000150858
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+## 1042 0.999663 1.99615 0.246989 -4.63056 -0.232396 3.11932e-05 0.000142440
+## 1043 0.999442 1.99974 0.234764 -4.60362 -0.233897 2.99373e-05 0.000136811
+## 1044 0.998727 1.99878 0.221229 -4.59865 -0.233397 3.09402e-05 0.000144841
+## 1045 0.999675 1.99967 0.237876 -4.61975 -0.232531 2.98294e-05 0.000151482
+## 1046 0.998796 1.99822 0.243716 -4.62944 -0.231656 3.07930e-05 0.000151927
+## 1047 0.997407 1.99625 0.238676 -4.63040 -0.231951 3.04691e-05 0.000154415
+## 1048 0.999903 1.99843 0.240830 -4.61738 -0.234233 3.04788e-05 0.000150099
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+## 1050 0.999368 1.99857 0.242180 -4.61481 -0.234105 3.03049e-05 0.000151237
+## 1051 0.999085 1.99943 0.239284 -4.60252 -0.233604 2.96646e-05 0.000152466
+## 1052 0.999304 1.99984 0.243386 -4.61443 -0.231634 2.93689e-05 0.000150014
+## 1053 0.999582 1.99764 0.234500 -4.60099 -0.233183 2.97479e-05 0.000143079
+## 1054 0.999242 1.99756 0.234851 -4.61560 -0.235287 3.06526e-05 0.000146566
+## 1055 0.998794 1.99731 0.232745 -4.58298 -0.236323 2.95599e-05 0.000141064
+## 1056 0.998807 1.99842 0.240232 -4.61532 -0.232599 2.97695e-05 0.000150004
+## 1057 0.998567 1.99925 0.225106 -4.59631 -0.233435 2.95484e-05 0.000139459
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+## 1059 0.999695 1.99719 0.228430 -4.59945 -0.234826 3.01604e-05 0.000134150
+## 1060 0.999479 1.99986 0.251089 -4.63731 -0.232487 3.25421e-05 0.000165611
+## 1061 0.998749 1.99960 0.246649 -4.63518 -0.229628 2.98892e-05 0.000149317
+## 1062 0.998787 1.99736 0.219717 -4.59269 -0.234097 2.96012e-05 0.000137654
+## 1063 0.999203 1.99608 0.243824 -4.61317 -0.232624 3.03103e-05 0.000151924
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+## 1065 0.998215 1.99978 0.236407 -4.61645 -0.232658 2.90351e-05 0.000147669
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+## 1069 0.999441 1.99753 0.243107 -4.60826 -0.233366 3.00014e-05 0.000152587
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+## 1073 0.999799 1.99696 0.241061 -4.59889 -0.236205 3.14015e-05 0.000154066
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+## 1077 0.999339 1.99886 0.241679 -4.61997 -0.233537 2.98722e-05 0.000149768
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+## 1080 0.998747 1.99770 0.227515 -4.57663 -0.236254 3.01815e-05 0.000142692
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+## 1082 0.998447 1.99839 0.231329 -4.60998 -0.233083 3.03042e-05 0.000139743
+## 1083 0.998613 1.99760 0.232273 -4.59609 -0.234125 3.06055e-05 0.000143888
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+## 1086 0.999642 1.99750 0.237694 -4.59919 -0.234730 3.03475e-05 0.000144824
+## 1087 0.999711 1.99633 0.239393 -4.59680 -0.234119 3.09686e-05 0.000145806
+## 1088 0.999311 1.99524 0.231768 -4.58284 -0.235195 3.06401e-05 0.000143636
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+## 1094 0.998836 1.99876 0.226665 -4.58142 -0.232752 3.06192e-05 0.000133973
+## 1095 0.998560 1.99917 0.235569 -4.59564 -0.233198 2.99609e-05 0.000137956
+## 1096 0.999584 1.99886 0.243540 -4.59987 -0.234246 3.06889e-05 0.000145424
+## 1097 0.999892 1.99802 0.242944 -4.58108 -0.238501 3.06066e-05 0.000147600
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+## 1108 0.999476 1.99823 0.245682 -4.59414 -0.234483 2.99566e-05 0.000142602
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+## 1115 0.996484 1.99992 0.233215 -4.65664 -0.226993 3.11646e-05 0.000141583
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+## 1118 0.996114 1.99970 0.244353 -4.60062 -0.233651 3.03081e-05 0.000143721
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+## 1122 0.997402 1.99967 0.234593 -4.62027 -0.233636 3.09191e-05 0.000143392
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+## 1126 0.998079 1.99746 0.233089 -4.59657 -0.234308 3.06754e-05 0.000140660
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+## 1134 0.999291 1.99812 0.235921 -4.62180 -0.231301 3.06594e-05 0.000146076
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+## 1139 0.998470 1.99899 0.244966 -4.61678 -0.232189 3.10334e-05 0.000154908
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+## 1072 0.278999 0.593605
+## 1073 0.277769 0.617914
+## 1074 0.274449 0.623613
+## 1075 0.282927 0.588056
+## 1076 0.332306 0.507693
+## 1077 0.332306 0.507693
+## 1078 0.324639 0.584453
+## 1079 0.380411 0.445800
+## 1080 0.329209 0.582539
+## 1081 0.295958 0.553046
+## 1082 0.325068 0.528819
+## 1083 0.279914 0.599668
+## 1084 0.285379 0.545604
+## 1085 0.306126 0.545004
+## 1086 0.295311 0.593700
+## 1087 0.253173 0.628122
+## 1088 0.271557 0.580107
+## 1089 0.268011 0.654247
+## 1090 0.389154 0.453403
+## 1091 0.247962 0.633781
+## 1092 0.313853 0.513024
+## 1093 0.283371 0.584113
+## 1094 0.283850 0.619029
+## 1095 0.289250 0.580169
+## 1096 0.283450 0.591622
+## 1097 0.239792 0.639119
+## 1098 0.318010 0.487730
+## 1099 0.324472 0.521692
+## 1100 0.279360 0.622610
+## 1101 0.290875 0.578178
+## 1102 0.290875 0.578178
+## 1103 0.333053 0.511304
+## 1104 0.328186 0.533875
+## 1105 0.295340 0.548567
+## 1106 0.279522 0.595831
+## 1107 0.279522 0.595831
+## 1108 0.284352 0.596733
+## 1109 0.234965 0.653078
+## 1110 0.275247 0.606875
+## 1111 0.276449 0.600304
+## 1112 0.258867 0.629637
+## 1113 0.353593 0.537891
+## 1114 0.368065 0.473515
+## 1115 0.368065 0.473515
+## 1116 0.247823 0.629076
+## 1117 0.251020 0.619589
+## 1118 0.314221 0.398128
+## 1119 0.324776 0.573025
+## 1120 0.331155 0.557934
+## 1121 0.331155 0.557934
+## 1122 0.331155 0.557934
+## 1123 0.333292 0.474810
+## 1124 0.311234 0.486320
+## 1125 0.291085 0.598420
+## 1126 0.291085 0.598420
+## 1127 0.288049 0.617575
+## 1128 0.258623 0.550432
+## 1129 0.322244 0.500060
+## 1130 0.315705 0.554040
+## 1131 0.315705 0.554040
+## 1132 0.284067 0.546119
+## 1133 0.309210 0.550151
+## 1134 0.309210 0.550151
+## 1135 0.303025 0.523315
+## 1136 0.408851 0.321329
+## 1137 0.303025 0.523315
+## 1138 0.285597 0.538897
+## 1139 0.285597 0.538897
+## 1140 0.304799 0.551754
+## 1141 0.310043 0.580327
+## 1142 0.310043 0.580327
+## 1143 0.293967 0.612125
+## 1144 0.304850 0.478077
+## 1145 0.304850 0.478077
+## 1146 0.275057 0.589682
+## 1147 0.293239 0.438498
+## 1148 0.321749 0.516745
+## 1149 0.319432 0.579391
+## 1150 0.319432 0.579391
+## 1151 0.334919 0.462116
+## 1152 0.303451 0.609093
+## 1153 0.300836 0.534401
+## 1154 0.300836 0.534401
+## 1155 0.300836 0.534401
+## 1156 0.300867 0.595603
+## 1157 0.321654 0.534032
+## 1158 0.308649 0.466331
+## 1159 0.319412 0.509886
+## 1160 0.281586 0.566532
+## 1161 0.295408 0.520221
+## 1162 0.267344 0.604986
+## 1163 0.267344 0.604986
+## 1164 0.242112 0.603791
+## 1165 0.299973 0.563464
+## 1166 0.227072 0.650620
+## 1167 0.275291 0.521045
+## 1168 0.275097 0.639434
+## 1169 0.280363 0.616276
+## 1170 0.267500 0.594317
+## 1171 0.298522 0.563448
+## 1172 0.312154 0.541454
+## 1173 0.271214 0.595788
+## 1174 0.266534 0.604829
+## 1175 0.304656 0.552991
+## 1176 0.276324 0.543209
+## 1177 0.315038 0.591232
+## 1178 0.268293 0.582982
+## 1179 0.307221 0.526206
+## 1180 0.266519 0.618888
+## 1181 0.289916 0.605986
+## 1182 0.314351 0.554186
+## 1183 0.345917 0.644528
+## 1184 0.315335 0.544670
+## 1185 0.339283 0.497128
+## 1186 0.353101 0.475937
+## 1187 0.361952 0.527467
+## 1188 0.309615 0.517971
+## 1189 0.311606 0.510102
+## 1190 0.307423 0.532921
+## 1191 0.329844 0.569588
+## 1192 0.350406 0.493107
+## 1193 0.318438 0.579440
+## 1194 0.281992 0.579010
+## 1195 0.256377 0.609586
+## 1196 0.256377 0.609586
+## 1197 0.320129 0.494926
+## 1198 0.320129 0.494926
+## 1199 0.320129 0.494926
+## 1200 0.317335 0.531062
+## 1201 0.377588 0.389322
+## 1202 0.323895 0.549898
+## 1203 0.304367 0.470849
+## 1204 0.325944 0.477358
+## 1205 0.308973 0.513670
+## 1206 0.295035 0.586770
+## 1207 0.401351 0.362132
+## 1208 0.402109 0.374423
+## 1209 0.307861 0.585029
+## 1210 0.324826 0.544865
+## 1211 0.241512 0.670211
+## 1212 0.257298 0.660408
+## 1213 0.347064 0.507703
+## 1214 0.325516 0.530620
+## 1215 0.314948 0.493125
+## 1216 0.285701 0.644640
+## 1217 0.339825 0.540036
+## 1218 0.258360 0.617147
+## 1219 0.239947 0.683567
+## 1220 0.239947 0.683567
+## 1221 0.272665 0.589982
+## 1222 0.272665 0.589982
+## 1223 0.284065 0.553815
+## 1224 0.287819 0.600830
+## 1225 0.310554 0.581513
+## 1226 0.356623 0.467162
+## 1227 0.327622 0.520617
+## 1228 0.333728 0.535389
+## 1229 0.382027 0.465018
+## 1230 0.318713 0.540062
+## 1231 0.307926 0.552712
+## 1232 0.260214 0.648855
+## 1233 0.258029 0.659932
+## 1234 0.316838 0.430122
+## 1235 0.355108 0.418767
+## 1236 0.355108 0.418767
+## 1237 0.289466 0.595853
+## 1238 0.279702 0.641082
+## 1239 0.319516 0.555307
+## 1240 0.296951 0.563776
+## 1241 0.291551 0.515329
+## 1242 0.339342 0.516660
+## 1243 0.313060 0.610747
+## 1244 0.332015 0.498064
+## 1245 0.411309 0.417387
+## 1246 0.338224 0.448452
+## 1247 0.274475 0.530761
+## 1248 0.379428 0.455486
+## 1249 0.321995 0.566982
+
+RSVempty@uk_data$populationAgeGroup # Posterior distributions fitted to UK-specific data
## [1] 56605.42 56605.42 56605.42 56605.42 56605.42 56605.42
+## [7] 56605.42 56605.42 56605.42 56605.42 56605.42 56605.42
+## [13] 679265.00 679265.00 679265.00 679265.00 3396325.00 3396325.00
+## [19] 6792650.00 6792650.00 6792650.00 6792650.00 6792650.00 6792650.00
+## [25] 4799725.00
+econ_raw_ss <- read.csv(file = system.file(package = "rsvie", "extdata", "econ", "econ_pars_ss.csv"))
+risks_vhr_raw <- read.csv(file = system.file(package = "rsvie", "extdata", "econ", "outcome_risks_vhr.csv"))
+
+outcomes_incidence <- read.csv(file = system.file(package = "rsvie", "extdata", "econ", "outcomes_incidence.csv"))
+model_cases_sample_mean_get <- load(file = system.file(package = "rsvie", "extdata", "model_cases_sample_mean.RData"))
+model_cases_sample_mean <- get(model_cases_sample_mean_get)
+
+# This function then converts the incidence of the outcome to the risk per infection
+risks_raw <- covert_raw_to_risk(RSVempty, outcomes_incidence, model_cases_sample_mean)
+
+RSVempty_ss <- add_economics(RSVempty, econ_name = "E_W2023", econ_raw_ss, risks_raw, risks_vhr_raw)
## Loading required package: EnvStats
##
## Attaching package: 'EnvStats'
@@ -123,6 +8833,8 @@
+immune_profile <- readRDS(file = system.file(package = "rsvie", "extdata", "efficacies", "immune_profiles_unbound.RDS"))
+# To evaluate a seasonal monoclonal given at birth, we load an Excel spreadsheet such as:
+cal_none <- read.csv(file = system.file(package = "rsvie", "extdata", "calendars", "cal_mat_none.csv"))
+cal_vhr_s <- read.csv(file = system.file(package = "rsvie", "extdata", "calendars", "cal_vhr_s.csv"))
+cal_mat_s <- read.csv(file = system.file(package = "rsvie", "extdata", "calendars", "cal_mat_s.csv"))
+
+RSV_mat_vhr <- add_programme(RSVempty_ss, prog_name = "pal", cal_none, cal_vhr_s, immune_profile$mat_vhr)
+RSV_mat_s <- add_programme(RSVempty_ss, prog_name = "mat_s", cal_mat_s, cal_vhr_s, immune_profile$mat)
To simulate a programme, we call rsvie::run
on the class
defined above. This will simulate the programme and return a class with
the results.
+# base vase
+RSV_mat_vhr <- rsvie::run(RSV_mat_vhr)
## Running: Iterating through model simulations
+## Sample no: 1 Running: Calculating the outcomes
+
+# seasonal
+RSV_mat_s <- rsvie::run(RSV_mat_s)
## Running: Iterating through model simulations
+## Sample no: 1 Running: Calculating the outcomes
+# Look at full posterior outcomes
+RSV_mat_s@outcomes$outcomes
## age_group outcome week_no cases qaly cost s
+## 1 1 symptomatic 105 4.598244e+01 1.695884e-01 0.000000e+00 1
+## 2 1 symptomatic 106 3.788777e+01 1.397343e-01 0.000000e+00 1
+## 3 1 symptomatic 107 3.229916e+01 1.191229e-01 0.000000e+00 1
+## 4 1 symptomatic 108 2.818451e+01 1.039476e-01 0.000000e+00 1
+## 5 1 symptomatic 109 2.517826e+01 9.286023e-02 0.000000e+00 1
+## 6 1 symptomatic 110 2.304792e+01 8.500329e-02 0.000000e+00 1
+## 7 1 symptomatic 111 2.162987e+01 7.977338e-02 0.000000e+00 1
+## 8 1 symptomatic 112 2.076070e+01 7.656777e-02 0.000000e+00 1
+## 9 1 symptomatic 113 2.035888e+01 7.508584e-02 0.000000e+00 1
+## 10 1 symptomatic 114 2.042527e+01 7.533067e-02 0.000000e+00 1
+## 11 1 symptomatic 115 2.099942e+01 7.744822e-02 0.000000e+00 1
+## 12 1 symptomatic 116 2.215939e+01 8.172631e-02 0.000000e+00 1
+## 13 1 symptomatic 117 2.403445e+01 8.864174e-02 0.000000e+00 1
+## 14 1 symptomatic 118 2.676715e+01 9.872025e-02 0.000000e+00 1
+## 15 1 symptomatic 119 3.058433e+01 1.127984e-01 0.000000e+00 1
+## 16 1 symptomatic 120 3.623009e+01 1.336206e-01 0.000000e+00 1
+## 17 1 symptomatic 121 4.464927e+01 1.646715e-01 0.000000e+00 1
+## 18 1 symptomatic 122 5.722595e+01 2.110557e-01 0.000000e+00 1
+## 19 1 symptomatic 123 7.617134e+01 2.809284e-01 0.000000e+00 1
+## 20 1 symptomatic 124 1.050678e+02 3.875017e-01 0.000000e+00 1
+## 21 1 symptomatic 125 1.497168e+02 5.521723e-01 0.000000e+00 1
+## 22 1 symptomatic 126 2.193952e+02 8.091539e-01 0.000000e+00 1
+## 23 1 symptomatic 127 3.284334e+02 1.211299e+00 0.000000e+00 1
+## 24 1 symptomatic 128 4.973389e+02 1.834241e+00 0.000000e+00 1
+## 25 1 symptomatic 129 7.509021e+02 2.769411e+00 0.000000e+00 1
+## 26 1 symptomatic 130 1.107821e+03 4.085766e+00 0.000000e+00 1
+## 27 1 symptomatic 131 1.556245e+03 5.739607e+00 0.000000e+00 1
+## 28 1 symptomatic 132 2.023818e+03 7.464068e+00 0.000000e+00 1
+## 29 1 symptomatic 133 2.381061e+03 8.781619e+00 0.000000e+00 1
+## 30 1 symptomatic 134 2.511381e+03 9.262254e+00 0.000000e+00 1
+## 31 1 symptomatic 135 2.393831e+03 8.828717e+00 0.000000e+00 1
+## 32 1 symptomatic 136 2.104796e+03 7.762722e+00 0.000000e+00 1
+## 33 1 symptomatic 137 1.749374e+03 6.451886e+00 0.000000e+00 1
+## 34 1 symptomatic 138 1.408825e+03 5.195903e+00 0.000000e+00 1
+## 35 1 symptomatic 139 1.122499e+03 4.139901e+00 0.000000e+00 1
+## 36 1 symptomatic 140 8.982508e+02 3.312850e+00 0.000000e+00 1
+## 37 1 symptomatic 141 7.236573e+02 2.668929e+00 0.000000e+00 1
+## 38 1 symptomatic 142 5.857619e+02 2.160356e+00 0.000000e+00 1
+## 39 1 symptomatic 143 4.771548e+02 1.759800e+00 0.000000e+00 1
+## 40 1 symptomatic 144 3.915332e+02 1.444018e+00 0.000000e+00 1
+## 41 1 symptomatic 145 3.237833e+02 1.194149e+00 0.000000e+00 1
+## 42 1 symptomatic 146 2.693524e+02 9.934018e-01 0.000000e+00 1
+## 43 1 symptomatic 147 2.247006e+02 8.287208e-01 0.000000e+00 1
+## 44 1 symptomatic 148 1.879967e+02 6.933528e-01 0.000000e+00 1
+## 45 1 symptomatic 149 1.579051e+02 5.823718e-01 0.000000e+00 1
+## 46 1 symptomatic 150 1.332694e+02 4.915123e-01 0.000000e+00 1
+## 47 1 symptomatic 151 1.130957e+02 4.171096e-01 0.000000e+00 1
+## 48 1 symptomatic 152 9.655258e+01 3.560967e-01 0.000000e+00 1
+## 49 1 symptomatic 153 8.295784e+01 3.059578e-01 0.000000e+00 1
+## 50 1 symptomatic 154 7.175892e+01 2.646549e-01 0.000000e+00 1
+## 51 1 symptomatic 155 6.251159e+01 2.305497e-01 0.000000e+00 1
+## 52 1 symptomatic 156 5.486009e+01 2.023302e-01 0.000000e+00 1
+## 53 2 symptomatic 105 5.759682e+01 2.368811e-01 0.000000e+00 1
+## 54 2 symptomatic 106 4.753642e+01 1.955053e-01 0.000000e+00 1
+## 55 2 symptomatic 107 4.049976e+01 1.665652e-01 0.000000e+00 1
+## 56 2 symptomatic 108 3.530575e+01 1.452036e-01 0.000000e+00 1
+## 57 2 symptomatic 109 3.149470e+01 1.295297e-01 0.000000e+00 1
+## 58 2 symptomatic 110 2.877610e+01 1.183488e-01 0.000000e+00 1
+## 59 2 symptomatic 111 2.695777e+01 1.108705e-01 0.000000e+00 1
+## 60 2 symptomatic 112 2.590706e+01 1.065492e-01 0.000000e+00 1
+## 61 2 symptomatic 113 2.553679e+01 1.050264e-01 0.000000e+00 1
+## 62 2 symptomatic 114 2.582196e+01 1.061992e-01 0.000000e+00 1
+## 63 2 symptomatic 115 2.679970e+01 1.102204e-01 0.000000e+00 1
+## 64 2 symptomatic 116 2.857221e+01 1.175102e-01 0.000000e+00 1
+## 65 2 symptomatic 117 3.132146e+01 1.288172e-01 0.000000e+00 1
+## 66 2 symptomatic 118 3.531828e+01 1.452551e-01 0.000000e+00 1
+## 67 2 symptomatic 119 4.095799e+01 1.684498e-01 0.000000e+00 1
+## 68 2 symptomatic 120 4.896450e+01 2.013786e-01 0.000000e+00 1
+## 69 2 symptomatic 121 6.047480e+01 2.487175e-01 0.000000e+00 1
+## 70 2 symptomatic 122 7.727084e+01 3.177954e-01 0.000000e+00 1
+## 71 2 symptomatic 123 1.021779e+02 4.202320e-01 0.000000e+00 1
+## 72 2 symptomatic 124 1.397252e+02 5.746542e-01 0.000000e+00 1
+## 73 2 symptomatic 125 1.971825e+02 8.109618e-01 0.000000e+00 1
+## 74 2 symptomatic 126 2.860770e+02 1.176562e+00 0.000000e+00 1
+## 75 2 symptomatic 127 4.241185e+02 1.744292e+00 0.000000e+00 1
+## 76 2 symptomatic 128 6.362312e+02 2.616658e+00 0.000000e+00 1
+## 77 2 symptomatic 129 9.518232e+02 3.914608e+00 0.000000e+00 1
+## 78 2 symptomatic 130 1.391233e+03 5.721788e+00 0.000000e+00 1
+## 79 2 symptomatic 131 1.935197e+03 7.958975e+00 0.000000e+00 1
+## 80 2 symptomatic 132 2.488865e+03 1.023607e+01 0.000000e+00 1
+## 81 2 symptomatic 133 2.890913e+03 1.188959e+01 0.000000e+00 1
+## 82 2 symptomatic 134 3.005140e+03 1.235938e+01 0.000000e+00 1
+## 83 2 symptomatic 135 2.821510e+03 1.160415e+01 0.000000e+00 1
+## 84 2 symptomatic 136 2.447299e+03 1.006512e+01 0.000000e+00 1
+## 85 2 symptomatic 137 2.014617e+03 8.285609e+00 0.000000e+00 1
+## 86 2 symptomatic 138 1.611467e+03 6.627555e+00 0.000000e+00 1
+## 87 2 symptomatic 139 1.275328e+03 5.245100e+00 0.000000e+00 1
+## 88 2 symptomatic 140 1.011570e+03 4.160331e+00 0.000000e+00 1
+## 89 2 symptomatic 141 8.089753e+02 3.327111e+00 0.000000e+00 1
+## 90 2 symptomatic 142 6.530270e+02 2.685735e+00 0.000000e+00 1
+## 91 2 symptomatic 143 5.322642e+02 2.189068e+00 0.000000e+00 1
+## 92 2 symptomatic 144 4.379302e+02 1.801096e+00 0.000000e+00 1
+## 93 2 symptomatic 145 3.635508e+02 1.495192e+00 0.000000e+00 1
+## 94 2 symptomatic 146 3.042999e+02 1.251508e+00 0.000000e+00 1
+## 95 2 symptomatic 147 2.564202e+02 1.054591e+00 0.000000e+00 1
+## 96 2 symptomatic 148 2.172193e+02 8.933679e-01 0.000000e+00 1
+## 97 2 symptomatic 149 1.848516e+02 7.602477e-01 0.000000e+00 1
+## 98 2 symptomatic 150 1.579845e+02 6.497504e-01 0.000000e+00 1
+## 99 2 symptomatic 151 1.356066e+02 5.577156e-01 0.000000e+00 1
+## 100 2 symptomatic 152 1.169240e+02 4.808786e-01 0.000000e+00 1
+## 101 2 symptomatic 153 1.013006e+02 4.166239e-01 0.000000e+00 1
+## 102 2 symptomatic 154 8.822060e+01 3.628290e-01 0.000000e+00 1
+## 103 2 symptomatic 155 7.726195e+01 3.177588e-01 0.000000e+00 1
+## 104 2 symptomatic 156 6.807825e+01 2.799886e-01 0.000000e+00 1
+## 105 3 symptomatic 105 6.114975e+01 4.583770e-01 0.000000e+00 1
+## 106 3 symptomatic 106 5.074389e+01 3.803749e-01 0.000000e+00 1
+## 107 3 symptomatic 107 4.339646e+01 3.252987e-01 0.000000e+00 1
+## 108 3 symptomatic 108 3.794387e+01 2.844263e-01 0.000000e+00 1
+## 109 3 symptomatic 109 3.392686e+01 2.543149e-01 0.000000e+00 1
+## 110 3 symptomatic 110 3.105228e+01 2.327671e-01 0.000000e+00 1
+## 111 3 symptomatic 111 2.912633e+01 2.183302e-01 0.000000e+00 1
+## 112 3 symptomatic 112 2.802736e+01 2.100924e-01 0.000000e+00 1
+## 113 3 symptomatic 113 2.769107e+01 2.075716e-01 0.000000e+00 1
+## 114 3 symptomatic 114 2.810838e+01 2.106997e-01 0.000000e+00 1
+## 115 3 symptomatic 115 2.933149e+01 2.198681e-01 0.000000e+00 1
+## 116 3 symptomatic 116 3.148573e+01 2.360163e-01 0.000000e+00 1
+## 117 3 symptomatic 117 3.479155e+01 2.607966e-01 0.000000e+00 1
+## 118 3 symptomatic 118 3.958265e+01 2.967106e-01 0.000000e+00 1
+## 119 3 symptomatic 119 4.636818e+01 3.475747e-01 0.000000e+00 1
+## 120 3 symptomatic 120 5.601115e+01 4.198582e-01 0.000000e+00 1
+## 121 3 symptomatic 121 6.981227e+01 5.233110e-01 0.000000e+00 1
+## 122 3 symptomatic 122 8.982475e+01 6.733241e-01 0.000000e+00 1
+## 123 3 symptomatic 123 1.193135e+02 8.943710e-01 0.000000e+00 1
+## 124 3 symptomatic 124 1.634996e+02 1.225589e+00 0.000000e+00 1
+## 125 3 symptomatic 125 2.307257e+02 1.729514e+00 0.000000e+00 1
+## 126 3 symptomatic 126 3.341424e+02 2.504723e+00 0.000000e+00 1
+## 127 3 symptomatic 127 4.937233e+02 3.700937e+00 0.000000e+00 1
+## 128 3 symptomatic 128 7.373881e+02 5.527443e+00 0.000000e+00 1
+## 129 3 symptomatic 129 1.097428e+03 8.226293e+00 0.000000e+00 1
+## 130 3 symptomatic 130 1.594620e+03 1.195323e+01 0.000000e+00 1
+## 131 3 symptomatic 131 2.203154e+03 1.651479e+01 0.000000e+00 1
+## 132 3 symptomatic 132 2.811223e+03 2.107286e+01 0.000000e+00 1
+## 133 3 symptomatic 133 3.234691e+03 2.424716e+01 0.000000e+00 1
+## 134 3 symptomatic 134 3.323974e+03 2.491643e+01 0.000000e+00 1
+## 135 3 symptomatic 135 3.078669e+03 2.307763e+01 0.000000e+00 1
+## 136 3 symptomatic 136 2.630504e+03 1.971819e+01 0.000000e+00 1
+## 137 3 symptomatic 137 2.132763e+03 1.598714e+01 0.000000e+00 1
+## 138 3 symptomatic 138 1.682497e+03 1.261195e+01 0.000000e+00 1
+## 139 3 symptomatic 139 1.315101e+03 9.857964e+00 0.000000e+00 1
+## 140 3 symptomatic 140 1.031203e+03 7.729870e+00 0.000000e+00 1
+## 141 3 symptomatic 141 8.158997e+02 6.115964e+00 0.000000e+00 1
+## 142 3 symptomatic 142 6.526434e+02 4.892198e+00 0.000000e+00 1
+## 143 3 symptomatic 143 5.282234e+02 3.959549e+00 0.000000e+00 1
+## 144 3 symptomatic 144 4.324851e+02 3.241898e+00 0.000000e+00 1
+## 145 3 symptomatic 145 3.579751e+02 2.683372e+00 0.000000e+00 1
+## 146 3 symptomatic 146 2.992993e+02 2.243540e+00 0.000000e+00 1
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+## 1202 24 symptomatic 110 1.416721e+02 2.089719e-01 0.000000e+00 1
+## 1203 24 symptomatic 111 1.301733e+02 1.920107e-01 0.000000e+00 1
+## 1204 24 symptomatic 112 1.229930e+02 1.814195e-01 0.000000e+00 1
+## 1205 24 symptomatic 113 1.195807e+02 1.763862e-01 0.000000e+00 1
+## 1206 24 symptomatic 114 1.197284e+02 1.766040e-01 0.000000e+00 1
+## 1207 24 symptomatic 115 1.235501e+02 1.822413e-01 0.000000e+00 1
+## 1208 24 symptomatic 116 1.315120e+02 1.939854e-01 0.000000e+00 1
+## 1209 24 symptomatic 117 1.445198e+02 2.131723e-01 0.000000e+00 1
+## 1210 24 symptomatic 118 1.640859e+02 2.420331e-01 0.000000e+00 1
+## 1211 24 symptomatic 119 1.926186e+02 2.841200e-01 0.000000e+00 1
+## 1212 24 symptomatic 120 2.339074e+02 3.450226e-01 0.000000e+00 1
+## 1213 24 symptomatic 121 2.939344e+02 4.335648e-01 0.000000e+00 1
+## 1214 24 symptomatic 122 3.822351e+02 5.638117e-01 0.000000e+00 1
+## 1215 24 symptomatic 123 5.141836e+02 7.584410e-01 0.000000e+00 1
+## 1216 24 symptomatic 124 7.148285e+02 1.054400e+00 0.000000e+00 1
+## 1217 24 symptomatic 125 1.025240e+03 1.512270e+00 0.000000e+00 1
+## 1218 24 symptomatic 126 1.512669e+03 2.231246e+00 0.000000e+00 1
+## 1219 24 symptomatic 127 2.285596e+03 3.371344e+00 0.000000e+00 1
+## 1220 24 symptomatic 128 3.512397e+03 5.180923e+00 0.000000e+00 1
+## 1221 24 symptomatic 129 5.433943e+03 8.015278e+00 0.000000e+00 1
+## 1222 24 symptomatic 130 8.340887e+03 1.230313e+01 0.000000e+00 1
+## 1223 24 symptomatic 131 1.246058e+04 1.837985e+01 0.000000e+00 1
+## 1224 24 symptomatic 132 1.771309e+04 2.612751e+01 0.000000e+00 1
+## 1225 24 symptomatic 133 2.343734e+04 3.457099e+01 0.000000e+00 1
+## 1226 24 symptomatic 134 2.840183e+04 4.189381e+01 0.000000e+00 1
+## 1227 24 symptomatic 135 3.131972e+04 4.619781e+01 0.000000e+00 1
+## 1228 24 symptomatic 136 3.154301e+04 4.652718e+01 0.000000e+00 1
+## 1229 24 symptomatic 137 2.933113e+04 4.326456e+01 0.000000e+00 1
+## 1230 24 symptomatic 138 2.554707e+04 3.768293e+01 0.000000e+00 1
+## 1231 24 symptomatic 139 2.115497e+04 3.120440e+01 0.000000e+00 1
+## 1232 24 symptomatic 140 1.688428e+04 2.490498e+01 0.000000e+00 1
+## 1233 24 symptomatic 141 1.314124e+04 1.938384e+01 0.000000e+00 1
+## 1234 24 symptomatic 142 1.007020e+04 1.485394e+01 0.000000e+00 1
+## 1235 24 symptomatic 143 7.655893e+03 1.129274e+01 0.000000e+00 1
+## 1236 24 symptomatic 144 5.808608e+03 8.567925e+00 0.000000e+00 1
+## 1237 24 symptomatic 145 4.417741e+03 6.516341e+00 0.000000e+00 1
+## 1238 24 symptomatic 146 3.379043e+03 4.984220e+00 0.000000e+00 1
+## 1239 24 symptomatic 147 2.605205e+03 3.842779e+00 0.000000e+00 1
+## 1240 24 symptomatic 148 2.027666e+03 2.990887e+00 0.000000e+00 1
+## 1241 24 symptomatic 149 1.594581e+03 2.352070e+00 0.000000e+00 1
+## 1242 24 symptomatic 150 1.267617e+03 1.869784e+00 0.000000e+00 1
+## 1243 24 symptomatic 151 1.018782e+03 1.502744e+00 0.000000e+00 1
+## 1244 24 symptomatic 152 8.277599e+02 1.220978e+00 0.000000e+00 1
+## 1245 24 symptomatic 153 6.798166e+02 1.002756e+00 0.000000e+00 1
+## 1246 24 symptomatic 154 5.642449e+02 8.322833e-01 0.000000e+00 1
+## 1247 24 symptomatic 155 4.732251e+02 6.980256e-01 0.000000e+00 1
+## 1248 24 symptomatic 156 4.010092e+02 5.915042e-01 0.000000e+00 1
+## 1249 25 symptomatic 105 2.828532e+02 7.203870e-01 0.000000e+00 1
+## 1250 25 symptomatic 106 2.261006e+02 5.758461e-01 0.000000e+00 1
+## 1251 25 symptomatic 107 1.867462e+02 4.756161e-01 0.000000e+00 1
+## 1252 25 symptomatic 108 1.583454e+02 4.032832e-01 0.000000e+00 1
+## 1253 25 symptomatic 109 1.378505e+02 3.510857e-01 0.000000e+00 1
+## 1254 25 symptomatic 110 1.232648e+02 3.139379e-01 0.000000e+00 1
+## 1255 25 symptomatic 111 1.132713e+02 2.884858e-01 0.000000e+00 1
+## 1256 25 symptomatic 112 1.070323e+02 2.725962e-01 0.000000e+00 1
+## 1257 25 symptomatic 113 1.040703e+02 2.650523e-01 0.000000e+00 1
+## 1258 25 symptomatic 114 1.042050e+02 2.653953e-01 0.000000e+00 1
+## 1259 25 symptomatic 115 1.075363e+02 2.738798e-01 0.000000e+00 1
+## 1260 25 symptomatic 116 1.144705e+02 2.915402e-01 0.000000e+00 1
+## 1261 25 symptomatic 117 1.257962e+02 3.203850e-01 0.000000e+00 1
+## 1262 25 symptomatic 118 1.428299e+02 3.637675e-01 0.000000e+00 1
+## 1263 25 symptomatic 119 1.676681e+02 4.270269e-01 0.000000e+00 1
+## 1264 25 symptomatic 120 2.036090e+02 5.185631e-01 0.000000e+00 1
+## 1265 25 symptomatic 121 2.558589e+02 6.516363e-01 0.000000e+00 1
+## 1266 25 symptomatic 122 3.327162e+02 8.473811e-01 0.000000e+00 1
+## 1267 25 symptomatic 123 4.475601e+02 1.139872e+00 0.000000e+00 1
+## 1268 25 symptomatic 124 6.221861e+02 1.584620e+00 0.000000e+00 1
+## 1269 25 symptomatic 125 8.923276e+02 2.272632e+00 0.000000e+00 1
+## 1270 25 symptomatic 126 1.316486e+03 3.352903e+00 0.000000e+00 1
+## 1271 25 symptomatic 127 1.989009e+03 5.065724e+00 0.000000e+00 1
+## 1272 25 symptomatic 128 3.056285e+03 7.783923e+00 0.000000e+00 1
+## 1273 25 symptomatic 129 4.727600e+03 1.204053e+01 0.000000e+00 1
+## 1274 25 symptomatic 130 7.255192e+03 1.847795e+01 0.000000e+00 1
+## 1275 25 symptomatic 131 1.083560e+04 2.759675e+01 0.000000e+00 1
+## 1276 25 symptomatic 132 1.539739e+04 3.921497e+01 0.000000e+00 1
+## 1277 25 symptomatic 133 2.036376e+04 5.186362e+01 0.000000e+00 1
+## 1278 25 symptomatic 134 2.466388e+04 6.281540e+01 0.000000e+00 1
+## 1279 25 symptomatic 135 2.718221e+04 6.922923e+01 0.000000e+00 1
+## 1280 25 symptomatic 136 2.736086e+04 6.968422e+01 0.000000e+00 1
+## 1281 25 symptomatic 137 2.542962e+04 6.476563e+01 0.000000e+00 1
+## 1282 25 symptomatic 138 2.213975e+04 5.638680e+01 0.000000e+00 1
+## 1283 25 symptomatic 139 1.832763e+04 4.667788e+01 0.000000e+00 1
+## 1284 25 symptomatic 140 1.462461e+04 3.724680e+01 0.000000e+00 1
+## 1285 25 symptomatic 141 1.138129e+04 2.898654e+01 0.000000e+00 1
+## 1286 25 symptomatic 142 8.721527e+03 2.221249e+01 0.000000e+00 1
+## 1287 25 symptomatic 143 6.631200e+03 1.688873e+01 0.000000e+00 1
+## 1288 25 symptomatic 144 5.032081e+03 1.281600e+01 0.000000e+00 1
+## 1289 25 symptomatic 145 3.828124e+03 9.749688e+00 0.000000e+00 1
+## 1290 25 symptomatic 146 2.928956e+03 7.459636e+00 0.000000e+00 1
+## 1291 25 symptomatic 147 2.258970e+03 5.753276e+00 0.000000e+00 1
+## 1292 25 symptomatic 148 1.758827e+03 4.479482e+00 0.000000e+00 1
+## 1293 25 symptomatic 149 1.383675e+03 3.524023e+00 0.000000e+00 1
+## 1294 25 symptomatic 150 1.100357e+03 2.802454e+00 0.000000e+00 1
+## 1295 25 symptomatic 151 8.846664e+02 2.253120e+00 0.000000e+00 1
+## 1296 25 symptomatic 152 7.190285e+02 1.831263e+00 0.000000e+00 1
+## 1297 25 symptomatic 153 5.906996e+02 1.504428e+00 0.000000e+00 1
+## 1298 25 symptomatic 154 4.904159e+02 1.249020e+00 0.000000e+00 1
+## 1299 25 symptomatic 155 4.114103e+02 1.047804e+00 0.000000e+00 1
+## 1300 25 symptomatic 156 3.487071e+02 8.881075e-01 0.000000e+00 1
+## 1301 1 gp 105 1.495364e+01 0.000000e+00 5.383309e+02 1
+## 1302 1 gp 106 1.232029e+01 0.000000e+00 4.435305e+02 1
+## 1303 1 gp 107 1.050232e+01 0.000000e+00 3.780836e+02 1
+## 1304 1 gp 108 9.163917e+00 0.000000e+00 3.299010e+02 1
+## 1305 1 gp 109 8.186097e+00 0.000000e+00 2.946995e+02 1
+## 1306 1 gp 110 7.493192e+00 0.000000e+00 2.697549e+02 1
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+## 1324 1 gp 128 1.656150e+02 0.000000e+00 5.962141e+03 1
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+## 1326 1 gp 130 3.693801e+02 0.000000e+00 1.329768e+04 1
+## 1327 1 gp 131 5.190792e+02 0.000000e+00 1.868685e+04 1
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+## 1378 2 gp 130 4.187517e+02 0.000000e+00 1.507506e+04 1
+## 1379 2 gp 131 5.824973e+02 0.000000e+00 2.096990e+04 1
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+## 1383 2 gp 135 8.492869e+02 0.000000e+00 3.057433e+04 1
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+## 1431 3 gp 131 6.585175e+02 0.000000e+00 2.370663e+04 1
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+## 1738 9 gp 126 6.115980e+01 0.000000e+00 2.201753e+03 1
+## 1739 9 gp 127 9.226094e+01 0.000000e+00 3.321394e+03 1
+## 1740 9 gp 128 1.403468e+02 0.000000e+00 5.052486e+03 1
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+## 1787 10 gp 123 1.994663e+01 0.000000e+00 7.180787e+02 1
+## 1788 10 gp 124 2.810361e+01 0.000000e+00 1.011730e+03 1
+## 1789 10 gp 125 4.072970e+01 0.000000e+00 1.466269e+03 1
+## 1790 10 gp 126 6.048086e+01 0.000000e+00 2.177311e+03 1
+## 1791 10 gp 127 9.144972e+01 0.000000e+00 3.292190e+03 1
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+## 1793 10 gp 129 2.113747e+02 0.000000e+00 7.609489e+03 1
+## 1794 10 gp 130 3.119721e+02 0.000000e+00 1.123100e+04 1
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+## 1800 10 gp 136 5.136504e+02 0.000000e+00 1.849141e+04 1
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+## 1887 12 gp 119 6.680688e+00 0.000000e+00 2.405048e+02 1
+## 1888 12 gp 120 8.288935e+00 0.000000e+00 2.984017e+02 1
+## 1889 12 gp 121 1.062903e+01 0.000000e+00 3.826452e+02 1
+## 1890 12 gp 122 1.408516e+01 0.000000e+00 5.070657e+02 1
+## 1891 12 gp 123 1.927695e+01 0.000000e+00 6.939703e+02 1
+## 1892 12 gp 124 2.721104e+01 0.000000e+00 9.795973e+02 1
+## 1893 12 gp 125 3.952294e+01 0.000000e+00 1.422826e+03 1
+## 1894 12 gp 126 5.883681e+01 0.000000e+00 2.118125e+03 1
+## 1895 12 gp 127 8.921654e+01 0.000000e+00 3.211795e+03 1
+## 1896 12 gp 128 1.364774e+02 0.000000e+00 4.913187e+03 1
+## 1897 12 gp 129 2.075979e+02 0.000000e+00 7.473524e+03 1
+## 1898 12 gp 130 3.076028e+02 0.000000e+00 1.107370e+04 1
+## 1899 12 gp 131 4.322598e+02 0.000000e+00 1.556135e+04 1
+## 1900 12 gp 132 5.592443e+02 0.000000e+00 2.013280e+04 1
+## 1901 12 gp 133 6.497091e+02 0.000000e+00 2.338953e+04 1
+## 1902 12 gp 134 6.703581e+02 0.000000e+00 2.413289e+04 1
+## 1903 12 gp 135 6.187066e+02 0.000000e+00 2.227344e+04 1
+## 1904 12 gp 136 5.219743e+02 0.000000e+00 1.879107e+04 1
+## 1905 12 gp 137 4.138546e+02 0.000000e+00 1.489877e+04 1
+## 1906 12 gp 138 3.165555e+02 0.000000e+00 1.139600e+04 1
+## 1907 12 gp 139 2.384138e+02 0.000000e+00 8.582899e+03 1
+## 1908 12 gp 140 1.792696e+02 0.000000e+00 6.453706e+03 1
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+## 1910 12 gp 142 1.038649e+02 0.000000e+00 3.739136e+03 1
+## 1911 12 gp 143 8.053906e+01 0.000000e+00 2.899406e+03 1
+## 1912 12 gp 144 6.330484e+01 0.000000e+00 2.278974e+03 1
+## 1913 12 gp 145 5.042935e+01 0.000000e+00 1.815457e+03 1
+## 1914 12 gp 146 4.069271e+01 0.000000e+00 1.464938e+03 1
+## 1915 12 gp 147 3.323851e+01 0.000000e+00 1.196586e+03 1
+## 1916 12 gp 148 2.746265e+01 0.000000e+00 9.886553e+02 1
+## 1917 12 gp 149 2.293546e+01 0.000000e+00 8.256767e+02 1
+## 1918 12 gp 150 1.934846e+01 0.000000e+00 6.965444e+02 1
+## 1919 12 gp 151 1.647785e+01 0.000000e+00 5.932027e+02 1
+## 1920 12 gp 152 1.415971e+01 0.000000e+00 5.097494e+02 1
+## 1921 12 gp 153 1.227267e+01 0.000000e+00 4.418163e+02 1
+## 1922 12 gp 154 1.072605e+01 0.000000e+00 3.861377e+02 1
+## 1923 12 gp 155 9.451341e+00 0.000000e+00 3.402483e+02 1
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+## 1926 13 gp 106 1.051511e+02 0.000000e+00 3.785439e+03 1
+## 1927 13 gp 107 9.220326e+01 0.000000e+00 3.319317e+03 1
+## 1928 13 gp 108 8.266694e+01 0.000000e+00 2.976010e+03 1
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+## 1930 13 gp 110 7.116952e+01 0.000000e+00 2.562103e+03 1
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+## 1938 13 gp 118 1.112546e+02 0.000000e+00 4.005166e+03 1
+## 1939 13 gp 119 1.343261e+02 0.000000e+00 4.835740e+03 1
+## 1940 13 gp 120 1.674339e+02 0.000000e+00 6.027621e+03 1
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+## 1945 13 gp 125 8.015275e+02 0.000000e+00 2.885499e+04 1
+## 1946 13 gp 126 1.184516e+03 0.000000e+00 4.264259e+04 1
+## 1947 13 gp 127 1.771810e+03 0.000000e+00 6.378517e+04 1
+## 1948 13 gp 128 2.647690e+03 0.000000e+00 9.531683e+04 1
+## 1949 13 gp 129 3.876336e+03 0.000000e+00 1.395481e+05 1
+## 1950 13 gp 130 5.411017e+03 0.000000e+00 1.947966e+05 1
+## 1951 13 gp 131 6.964169e+03 0.000000e+00 2.507101e+05 1
+## 1952 13 gp 132 7.993027e+03 0.000000e+00 2.877490e+05 1
+## 1953 13 gp 133 8.012081e+03 0.000000e+00 2.884349e+05 1
+## 1954 13 gp 134 7.040194e+03 0.000000e+00 2.534470e+05 1
+## 1955 13 gp 135 5.589791e+03 0.000000e+00 2.012325e+05 1
+## 1956 13 gp 136 4.195787e+03 0.000000e+00 1.510483e+05 1
+## 1957 13 gp 137 3.106426e+03 0.000000e+00 1.118313e+05 1
+## 1958 13 gp 138 2.331767e+03 0.000000e+00 8.394361e+04 1
+## 1959 13 gp 139 1.794399e+03 0.000000e+00 6.459837e+04 1
+## 1960 13 gp 140 1.416229e+03 0.000000e+00 5.098424e+04 1
+## 1961 13 gp 141 1.141875e+03 0.000000e+00 4.110749e+04 1
+## 1962 13 gp 142 9.363229e+02 0.000000e+00 3.370762e+04 1
+## 1963 13 gp 143 7.780673e+02 0.000000e+00 2.801042e+04 1
+## 1964 13 gp 144 6.536318e+02 0.000000e+00 2.353074e+04 1
+## 1965 13 gp 145 5.542121e+02 0.000000e+00 1.995163e+04 1
+## 1966 13 gp 146 4.737868e+02 0.000000e+00 1.705633e+04 1
+## 1967 13 gp 147 4.080640e+02 0.000000e+00 1.469031e+04 1
+## 1968 13 gp 148 3.538861e+02 0.000000e+00 1.273990e+04 1
+## 1969 13 gp 149 3.088822e+02 0.000000e+00 1.111976e+04 1
+## 1970 13 gp 150 2.712458e+02 0.000000e+00 9.764849e+03 1
+## 1971 13 gp 151 2.395845e+02 0.000000e+00 8.625042e+03 1
+## 1972 13 gp 152 2.128151e+02 0.000000e+00 7.661342e+03 1
+## 1973 13 gp 153 1.900887e+02 0.000000e+00 6.843191e+03 1
+## 1974 13 gp 154 1.707357e+02 0.000000e+00 6.146485e+03 1
+## 1975 13 gp 155 1.542246e+02 0.000000e+00 5.552087e+03 1
+## 1976 13 gp 156 1.401308e+02 0.000000e+00 5.044708e+03 1
+## 1977 14 gp 105 1.104236e+02 0.000000e+00 3.975250e+03 1
+## 1978 14 gp 106 9.367795e+01 0.000000e+00 3.372406e+03 1
+## 1979 14 gp 107 8.194130e+01 0.000000e+00 2.949887e+03 1
+## 1980 14 gp 108 7.334497e+01 0.000000e+00 2.640419e+03 1
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+## 1982 14 gp 110 6.304375e+01 0.000000e+00 2.269575e+03 1
+## 1983 14 gp 111 6.062754e+01 0.000000e+00 2.182591e+03 1
+## 1984 14 gp 112 5.980853e+01 0.000000e+00 2.153107e+03 1
+## 1985 14 gp 113 6.057618e+01 0.000000e+00 2.180743e+03 1
+## 1986 14 gp 114 6.304969e+01 0.000000e+00 2.269789e+03 1
+## 1987 14 gp 115 6.750142e+01 0.000000e+00 2.430051e+03 1
+## 1988 14 gp 116 7.440437e+01 0.000000e+00 2.678557e+03 1
+## 1989 14 gp 117 8.451457e+01 0.000000e+00 3.042524e+03 1
+## 1990 14 gp 118 9.900786e+01 0.000000e+00 3.564283e+03 1
+## 1991 14 gp 119 1.197036e+02 0.000000e+00 4.309331e+03 1
+## 1992 14 gp 120 1.494350e+02 0.000000e+00 5.379661e+03 1
+## 1993 14 gp 121 1.926572e+02 0.000000e+00 6.935659e+03 1
+## 1994 14 gp 122 2.564490e+02 0.000000e+00 9.232166e+03 1
+## 1995 14 gp 123 3.521498e+02 0.000000e+00 1.267739e+04 1
+## 1996 14 gp 124 4.979706e+02 0.000000e+00 1.792694e+04 1
+## 1997 14 gp 125 7.229316e+02 0.000000e+00 2.602554e+04 1
+## 1998 14 gp 126 1.072059e+03 0.000000e+00 3.859413e+04 1
+## 1999 14 gp 127 1.610979e+03 0.000000e+00 5.799526e+04 1
+## 2000 14 gp 128 2.422877e+03 0.000000e+00 8.722359e+04 1
+## 2001 14 gp 129 3.580396e+03 0.000000e+00 1.288943e+05 1
+## 2002 14 gp 130 5.066703e+03 0.000000e+00 1.824013e+05 1
+## 2003 14 gp 131 6.651102e+03 0.000000e+00 2.394397e+05 1
+## 2004 14 gp 132 7.844163e+03 0.000000e+00 2.823899e+05 1
+## 2005 14 gp 133 8.138539e+03 0.000000e+00 2.929874e+05 1
+## 2006 14 gp 134 7.433476e+03 0.000000e+00 2.676051e+05 1
+## 2007 14 gp 135 6.123267e+03 0.000000e+00 2.204376e+05 1
+## 2008 14 gp 136 4.724266e+03 0.000000e+00 1.700736e+05 1
+## 2009 14 gp 137 3.542945e+03 0.000000e+00 1.275460e+05 1
+## 2010 14 gp 138 2.652785e+03 0.000000e+00 9.550025e+04 1
+## 2011 14 gp 139 2.012028e+03 0.000000e+00 7.243301e+04 1
+## 2012 14 gp 140 1.554011e+03 0.000000e+00 5.594440e+04 1
+## 2013 14 gp 141 1.222620e+03 0.000000e+00 4.401433e+04 1
+## 2014 14 gp 142 9.782088e+02 0.000000e+00 3.521552e+04 1
+## 2015 14 gp 143 7.943380e+02 0.000000e+00 2.859617e+04 1
+## 2016 14 gp 144 6.534997e+02 0.000000e+00 2.352599e+04 1
+## 2017 14 gp 145 5.439195e+02 0.000000e+00 1.958110e+04 1
+## 2018 14 gp 146 4.574923e+02 0.000000e+00 1.646972e+04 1
+## 2019 14 gp 147 3.885040e+02 0.000000e+00 1.398615e+04 1
+## 2020 14 gp 148 3.328407e+02 0.000000e+00 1.198227e+04 1
+## 2021 14 gp 149 2.874897e+02 0.000000e+00 1.034963e+04 1
+## 2022 14 gp 150 2.502141e+02 0.000000e+00 9.007707e+03 1
+## 2023 14 gp 151 2.193346e+02 0.000000e+00 7.896045e+03 1
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+## 2027 14 gp 155 1.383649e+02 0.000000e+00 4.981135e+03 1
+## 2028 14 gp 156 1.253265e+02 0.000000e+00 4.511755e+03 1
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+## 2030 15 gp 106 8.757108e+01 0.000000e+00 3.152559e+03 1
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+## 4330 9 hosp 118 9.406718e-01 4.673119e-03 1.020885e+03 1
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+## 4333 9 hosp 121 1.787760e+00 8.881330e-03 1.940207e+03 1
+## 4334 9 hosp 122 2.362520e+00 1.173665e-02 2.563977e+03 1
+## 4335 9 hosp 123 3.222833e+00 1.601056e-02 3.497651e+03 1
+## 4336 9 hosp 124 4.532356e+00 2.251608e-02 4.918841e+03 1
+## 4337 9 hosp 125 6.555533e+00 3.256692e-02 7.114539e+03 1
+## 4338 9 hosp 126 9.713854e+00 4.825699e-02 1.054218e+04 1
+## 4339 9 hosp 127 1.465445e+01 7.280116e-02 1.590407e+04 1
+## 4340 9 hosp 128 2.229248e+01 1.107458e-01 2.419341e+04 1
+## 4341 9 hosp 129 3.370307e+01 1.674319e-01 3.657701e+04 1
+## 4342 9 hosp 130 4.960674e+01 2.464390e-01 5.383683e+04 1
+## 4343 9 hosp 131 6.920452e+01 3.437978e-01 7.510575e+04 1
+## 4344 9 hosp 132 8.883129e+01 4.413008e-01 9.640615e+04 1
+## 4345 9 hosp 133 1.023403e+02 5.084114e-01 1.110671e+05 1
+## 4346 9 hosp 134 1.046930e+02 5.200995e-01 1.136205e+05 1
+## 4347 9 hosp 135 9.583318e+01 4.760851e-01 1.040051e+05 1
+## 4348 9 hosp 136 8.026027e+01 3.987212e-01 8.710425e+04 1
+## 4349 9 hosp 137 6.326466e+01 3.142895e-01 6.865939e+04 1
+## 4350 9 hosp 138 4.819711e+01 2.394361e-01 5.230699e+04 1
+## 4351 9 hosp 139 3.622350e+01 1.799530e-01 3.931237e+04 1
+## 4352 9 hosp 140 2.723440e+01 1.352965e-01 2.955674e+04 1
+## 4353 9 hosp 141 2.064545e+01 1.025636e-01 2.240594e+04 1
+## 4354 9 hosp 142 1.584069e+01 7.869423e-02 1.719147e+04 1
+## 4355 9 hosp 143 1.232201e+01 6.121395e-02 1.337274e+04 1
+## 4356 9 hosp 144 9.720377e+00 4.828940e-02 1.054926e+04 1
+## 4357 9 hosp 145 7.773684e+00 3.861851e-02 8.436564e+03 1
+## 4358 9 hosp 146 6.298450e+00 3.128977e-02 6.835533e+03 1
+## 4359 9 hosp 147 5.166283e+00 2.566533e-02 5.606824e+03 1
+## 4360 9 hosp 148 4.286758e+00 2.129598e-02 4.652300e+03 1
+## 4361 9 hosp 149 3.595579e+00 1.786230e-02 3.902182e+03 1
+## 4362 9 hosp 150 3.046548e+00 1.513480e-02 3.306334e+03 1
+## 4363 9 hosp 151 2.606114e+00 1.294679e-02 2.828344e+03 1
+## 4364 9 hosp 152 2.249649e+00 1.117592e-02 2.441482e+03 1
+## 4365 9 hosp 153 1.958884e+00 9.731446e-03 2.125923e+03 1
+## 4366 9 hosp 154 1.720130e+00 8.545353e-03 1.866810e+03 1
+## 4367 9 hosp 155 1.523027e+00 7.566172e-03 1.652899e+03 1
+## 4368 9 hosp 156 1.359656e+00 6.754572e-03 1.475597e+03 1
+## 4369 10 hosp 105 8.946619e-01 6.209412e-03 1.028668e+03 1
+## 4370 10 hosp 106 7.494834e-01 5.201799e-03 8.617440e+02 1
+## 4371 10 hosp 107 6.479623e-01 4.497191e-03 7.450167e+02 1
+## 4372 10 hosp 108 5.735066e-01 3.980430e-03 6.594087e+02 1
+## 4373 10 hosp 109 5.196694e-01 3.606772e-03 5.975075e+02 1
+## 4374 10 hosp 110 4.824414e-01 3.348391e-03 5.547034e+02 1
+## 4375 10 hosp 111 4.592916e-01 3.187719e-03 5.280861e+02 1
+## 4376 10 hosp 112 4.487977e-01 3.114886e-03 5.160204e+02 1
+## 4377 10 hosp 113 4.505167e-01 3.126817e-03 5.179969e+02 1
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+## 4383 10 hosp 119 8.515416e-01 5.910136e-03 9.790889e+02 1
+## 4384 10 hosp 120 1.056400e+00 7.331957e-03 1.214632e+03 1
+## 4385 10 hosp 121 1.353946e+00 9.397082e-03 1.556746e+03 1
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+## 4388 10 hosp 124 3.453184e+00 2.396687e-02 3.970416e+03 1
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+## 4391 10 hosp 127 1.124352e+01 7.803581e-02 1.292762e+04 1
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+## 6598 2 icu 150 8.072730e-01 0.000000e+00 2.192807e+03 1
+## 6599 2 icu 151 6.985070e-01 0.000000e+00 1.897364e+03 1
+## 6600 2 icu 152 6.061840e-01 0.000000e+00 1.646586e+03 1
+## 6601 2 icu 153 5.279170e-01 0.000000e+00 1.433988e+03 1
+## 6602 2 icu 154 4.616549e-01 0.000000e+00 1.254000e+03 1
+## 6603 2 icu 155 4.056339e-01 0.000000e+00 1.101829e+03 1
+## 6604 2 icu 156 3.583415e-01 0.000000e+00 9.733678e+02 1
+## 6605 3 icu 105 2.581594e-01 0.000000e+00 7.149735e+02 1
+## 6606 3 icu 106 2.148075e-01 0.000000e+00 5.949103e+02 1
+## 6607 3 icu 107 1.841091e-01 0.000000e+00 5.098908e+02 1
+## 6608 3 icu 108 1.612635e-01 0.000000e+00 4.466198e+02 1
+## 6609 3 icu 109 1.443978e-01 0.000000e+00 3.999103e+02 1
+## 6610 3 icu 110 1.323148e-01 0.000000e+00 3.664464e+02 1
+## 6611 3 icu 111 1.242217e-01 0.000000e+00 3.440324e+02 1
+## 6612 3 icu 112 1.196198e-01 0.000000e+00 3.312875e+02 1
+## 6613 3 icu 113 1.182405e-01 0.000000e+00 3.274674e+02 1
+## 6614 3 icu 114 1.200369e-01 0.000000e+00 3.324428e+02 1
+## 6615 3 icu 115 1.252143e-01 0.000000e+00 3.467814e+02 1
+## 6616 3 icu 116 1.342784e-01 0.000000e+00 3.718846e+02 1
+## 6617 3 icu 117 1.481238e-01 0.000000e+00 4.102294e+02 1
+## 6618 3 icu 118 1.667027e-01 0.000000e+00 4.616837e+02 1
+## 6619 3 icu 119 1.896478e-01 0.000000e+00 5.252303e+02 1
+## 6620 3 icu 120 2.228173e-01 0.000000e+00 6.170933e+02 1
+## 6621 3 icu 121 2.707292e-01 0.000000e+00 7.497854e+02 1
+## 6622 3 icu 122 3.402009e-01 0.000000e+00 9.421876e+02 1
+## 6623 3 icu 123 4.420460e-01 0.000000e+00 1.224248e+03 1
+## 6624 3 icu 124 5.934735e-01 0.000000e+00 1.643627e+03 1
+## 6625 3 icu 125 8.217598e-01 0.000000e+00 2.275867e+03 1
+## 6626 3 icu 126 1.169534e+00 0.000000e+00 3.239028e+03 1
+## 6627 3 icu 127 1.700927e+00 0.000000e+00 4.710725e+03 1
+## 6628 3 icu 128 2.504509e+00 0.000000e+00 6.936249e+03 1
+## 6629 3 icu 129 3.681113e+00 0.000000e+00 1.019486e+04 1
+## 6630 3 icu 130 5.293531e+00 0.000000e+00 1.466045e+04 1
+## 6631 3 icu 131 7.251176e+00 0.000000e+00 2.008216e+04 1
+## 6632 3 icu 132 9.188755e+00 0.000000e+00 2.544829e+04 1
+## 6633 3 icu 133 1.052369e+01 0.000000e+00 2.914539e+04 1
+## 6634 3 icu 134 1.077123e+01 0.000000e+00 2.983096e+04 1
+## 6635 3 icu 135 9.952578e+00 0.000000e+00 2.756370e+04 1
+## 6636 3 icu 136 8.497194e+00 0.000000e+00 2.353301e+04 1
+## 6637 3 icu 137 6.892035e+00 0.000000e+00 1.908752e+04 1
+## 6638 3 icu 138 5.443379e+00 0.000000e+00 1.507546e+04 1
+## 6639 3 icu 139 4.263293e+00 0.000000e+00 1.180721e+04 1
+## 6640 3 icu 140 3.405132e+00 0.000000e+00 9.430526e+03 1
+## 6641 3 icu 141 2.813793e+00 0.000000e+00 7.792810e+03 1
+## 6642 3 icu 142 2.325425e+00 0.000000e+00 6.440273e+03 1
+## 6643 3 icu 143 1.930047e+00 0.000000e+00 5.345272e+03 1
+## 6644 3 icu 144 1.612970e+00 0.000000e+00 4.467127e+03 1
+## 6645 3 icu 145 1.358626e+00 0.000000e+00 3.762720e+03 1
+## 6646 3 icu 146 1.153631e+00 0.000000e+00 3.194985e+03 1
+## 6647 3 icu 147 9.870487e-01 0.000000e+00 2.733635e+03 1
+## 6648 3 icu 148 8.501563e-01 0.000000e+00 2.354511e+03 1
+## 6649 3 icu 149 7.363440e-01 0.000000e+00 2.039308e+03 1
+## 6650 3 icu 150 6.407498e-01 0.000000e+00 1.774559e+03 1
+## 6651 3 icu 151 5.598111e-01 0.000000e+00 1.550399e+03 1
+## 6652 3 icu 152 4.908898e-01 0.000000e+00 1.359521e+03 1
+## 6653 3 icu 153 4.319915e-01 0.000000e+00 1.196402e+03 1
+## 6654 3 icu 154 3.815691e-01 0.000000e+00 1.056757e+03 1
+## 6655 3 icu 155 3.383890e-01 0.000000e+00 9.371697e+02 1
+## 6656 3 icu 156 3.014434e-01 0.000000e+00 8.348487e+02 1
+## 6657 4 icu 105 1.568511e-01 0.000000e+00 4.140792e+02 1
+## 6658 4 icu 106 1.313479e-01 0.000000e+00 3.467520e+02 1
+## 6659 4 icu 107 1.132345e-01 0.000000e+00 2.989334e+02 1
+## 6660 4 icu 108 9.971347e-02 0.000000e+00 2.632386e+02 1
+## 6661 4 icu 109 8.971640e-02 0.000000e+00 2.368468e+02 1
+## 6662 4 icu 110 8.256294e-02 0.000000e+00 2.179620e+02 1
+## 6663 4 icu 111 7.780579e-02 0.000000e+00 2.054034e+02 1
+## 6664 4 icu 112 7.517256e-02 0.000000e+00 1.984518e+02 1
+## 6665 4 icu 113 7.454191e-02 0.000000e+00 1.967869e+02 1
+## 6666 4 icu 114 7.593828e-02 0.000000e+00 2.004733e+02 1
+## 6667 4 icu 115 7.954623e-02 0.000000e+00 2.099981e+02 1
+## 6668 4 icu 116 8.574706e-02 0.000000e+00 2.263680e+02 1
+## 6669 4 icu 117 9.518561e-02 0.000000e+00 2.512853e+02 1
+## 6670 4 icu 118 1.085780e-01 0.000000e+00 2.866406e+02 1
+## 6671 4 icu 119 1.269610e-01 0.000000e+00 3.351708e+02 1
+## 6672 4 icu 120 1.532490e-01 0.000000e+00 4.045697e+02 1
+## 6673 4 icu 121 1.910270e-01 0.000000e+00 5.043018e+02 1
+## 6674 4 icu 122 2.458469e-01 0.000000e+00 6.490237e+02 1
+## 6675 4 icu 123 3.264901e-01 0.000000e+00 8.619177e+02 1
+## 6676 4 icu 124 4.469241e-01 0.000000e+00 1.179857e+03 1
+## 6677 4 icu 125 6.293046e-01 0.000000e+00 1.661333e+03 1
+## 6678 4 icu 126 9.082815e-01 0.000000e+00 2.397818e+03 1
+## 6679 4 icu 127 1.335960e+00 0.000000e+00 3.526868e+03 1
+## 6680 4 icu 128 1.984149e+00 0.000000e+00 5.238054e+03 1
+## 6681 4 icu 129 2.933896e+00 0.000000e+00 7.745341e+03 1
+## 6682 4 icu 130 4.232602e+00 0.000000e+00 1.117386e+04 1
+## 6683 4 icu 131 5.802359e+00 0.000000e+00 1.531794e+04 1
+## 6684 4 icu 132 7.341448e+00 0.000000e+00 1.938106e+04 1
+## 6685 4 icu 133 8.369633e+00 0.000000e+00 2.209541e+04 1
+## 6686 4 icu 134 8.513950e+00 0.000000e+00 2.247640e+04 1
+## 6687 4 icu 135 7.796091e+00 0.000000e+00 2.058129e+04 1
+## 6688 4 icu 136 6.576916e+00 0.000000e+00 1.736273e+04 1
+## 6689 4 icu 137 5.260820e+00 0.000000e+00 1.388830e+04 1
+## 6690 4 icu 138 4.093346e+00 0.000000e+00 1.080623e+04 1
+## 6691 4 icu 139 3.157346e+00 0.000000e+00 8.335235e+03 1
+## 6692 4 icu 140 2.454637e+00 0.000000e+00 6.480118e+03 1
+## 6693 4 icu 141 1.939221e+00 0.000000e+00 5.119448e+03 1
+## 6694 4 icu 142 1.546562e+00 0.000000e+00 4.082847e+03 1
+## 6695 4 icu 143 1.247304e+00 0.000000e+00 3.292821e+03 1
+## 6696 4 icu 144 1.017995e+00 0.000000e+00 2.687456e+03 1
+## 6697 4 icu 145 8.407430e-01 0.000000e+00 2.219520e+03 1
+## 6698 4 icu 146 7.023260e-01 0.000000e+00 1.854106e+03 1
+## 6699 4 icu 147 5.930445e-01 0.000000e+00 1.565608e+03 1
+## 6700 4 icu 148 5.057550e-01 0.000000e+00 1.335168e+03 1
+## 6701 4 icu 149 4.351763e-01 0.000000e+00 1.148844e+03 1
+## 6702 4 icu 150 3.774065e-01 0.000000e+00 9.963343e+02 1
+## 6703 4 icu 151 3.295683e-01 0.000000e+00 8.700440e+02 1
+## 6704 4 icu 152 2.895414e-01 0.000000e+00 7.643749e+02 1
+## 6705 4 icu 153 2.557592e-01 0.000000e+00 6.751916e+02 1
+## 6706 4 icu 154 2.270570e-01 0.000000e+00 5.994192e+02 1
+## 6707 4 icu 155 2.025588e-01 0.000000e+00 5.347453e+02 1
+## 6708 4 icu 156 1.815952e-01 0.000000e+00 4.794024e+02 1
+## 6709 5 icu 105 1.348303e-01 0.000000e+00 3.139915e+02 1
+## 6710 5 icu 106 1.134245e-01 0.000000e+00 2.641419e+02 1
+## 6711 5 icu 107 9.825181e-02 0.000000e+00 2.288079e+02 1
+## 6712 5 icu 108 8.694257e-02 0.000000e+00 2.024711e+02 1
+## 6713 5 icu 109 7.860481e-02 0.000000e+00 1.830541e+02 1
+## 6714 5 icu 110 7.267708e-02 0.000000e+00 1.692497e+02 1
+## 6715 5 icu 111 6.879574e-02 0.000000e+00 1.602109e+02 1
+## 6716 5 icu 112 6.674609e-02 0.000000e+00 1.554377e+02 1
+## 6717 5 icu 113 6.644513e-02 0.000000e+00 1.547368e+02 1
+## 6718 5 icu 114 6.794156e-02 0.000000e+00 1.582217e+02 1
+## 6719 5 icu 115 7.143147e-02 0.000000e+00 1.663489e+02 1
+## 6720 5 icu 116 7.729458e-02 0.000000e+00 1.800029e+02 1
+## 6721 5 icu 117 8.615970e-02 0.000000e+00 2.006479e+02 1
+## 6722 5 icu 118 9.870924e-02 0.000000e+00 2.298732e+02 1
+## 6723 5 icu 119 1.159409e-01 0.000000e+00 2.700020e+02 1
+## 6724 5 icu 120 1.407200e-01 0.000000e+00 3.277074e+02 1
+## 6725 5 icu 121 1.765473e-01 0.000000e+00 4.111417e+02 1
+## 6726 5 icu 122 2.288593e-01 0.000000e+00 5.329654e+02 1
+## 6727 5 icu 123 3.062808e-01 0.000000e+00 7.132640e+02 1
+## 6728 5 icu 124 4.225734e-01 0.000000e+00 9.840851e+02 1
+## 6729 5 icu 125 5.995920e-01 0.000000e+00 1.396324e+03 1
+## 6730 5 icu 126 8.716015e-01 0.000000e+00 2.029778e+03 1
+## 6731 5 icu 127 1.290197e+00 0.000000e+00 3.004599e+03 1
+## 6732 5 icu 128 1.926554e+00 0.000000e+00 4.486542e+03 1
+## 6733 5 icu 129 2.860988e+00 0.000000e+00 6.662642e+03 1
+## 6734 5 icu 130 4.140207e+00 0.000000e+00 9.641677e+03 1
+## 6735 5 icu 131 5.686064e+00 0.000000e+00 1.324165e+04 1
+## 6736 5 icu 132 7.197783e+00 0.000000e+00 1.676213e+04 1
+## 6737 5 icu 133 8.197157e+00 0.000000e+00 1.908946e+04 1
+## 6738 5 icu 134 8.315925e+00 0.000000e+00 1.936605e+04 1
+## 6739 5 icu 135 7.580597e+00 0.000000e+00 1.765362e+04 1
+## 6740 5 icu 136 6.354490e+00 0.000000e+00 1.479828e+04 1
+## 6741 5 icu 137 5.041270e+00 0.000000e+00 1.174006e+04 1
+## 6742 5 icu 138 3.885275e+00 0.000000e+00 9.047992e+03 1
+## 6743 5 icu 139 2.966197e+00 0.000000e+00 6.907651e+03 1
+## 6744 5 icu 140 2.283719e+00 0.000000e+00 5.318303e+03 1
+## 6745 5 icu 141 1.786542e+00 0.000000e+00 4.160482e+03 1
+## 6746 5 icu 142 1.410960e+00 0.000000e+00 3.285831e+03 1
+## 6747 5 icu 143 1.127077e+00 0.000000e+00 2.624727e+03 1
+## 6748 5 icu 144 9.112526e-01 0.000000e+00 2.122117e+03 1
+## 6749 5 icu 145 7.457111e-01 0.000000e+00 1.736605e+03 1
+## 6750 5 icu 146 6.174576e-01 0.000000e+00 1.437930e+03 1
+## 6751 5 icu 147 5.170481e-01 0.000000e+00 1.204097e+03 1
+## 6752 5 icu 148 4.375980e-01 0.000000e+00 1.019074e+03 1
+## 6753 5 icu 149 3.740551e-01 0.000000e+00 8.710960e+02 1
+## 6754 5 icu 150 3.226871e-01 0.000000e+00 7.514707e+02 1
+## 6755 5 icu 151 2.807221e-01 0.000000e+00 6.537431e+02 1
+## 6756 5 icu 152 2.460930e-01 0.000000e+00 5.730992e+02 1
+## 6757 5 icu 153 2.172533e-01 0.000000e+00 5.059376e+02 1
+## 6758 5 icu 154 1.930421e-01 0.000000e+00 4.495547e+02 1
+## 6759 5 icu 155 1.725841e-01 0.000000e+00 4.019123e+02 1
+## 6760 5 icu 156 1.552154e-01 0.000000e+00 3.614642e+02 1
+## 6761 6 icu 105 1.082573e-01 0.000000e+00 3.390114e+02 1
+## 6762 6 icu 106 9.124243e-02 0.000000e+00 2.857287e+02 1
+## 6763 6 icu 107 7.923659e-02 0.000000e+00 2.481320e+02 1
+## 6764 6 icu 108 7.032935e-02 0.000000e+00 2.202387e+02 1
+## 6765 6 icu 109 6.380235e-02 0.000000e+00 1.997992e+02 1
+## 6766 6 icu 110 5.920782e-02 0.000000e+00 1.854113e+02 1
+## 6767 6 icu 111 5.625998e-02 0.000000e+00 1.761800e+02 1
+## 6768 6 icu 112 5.479499e-02 0.000000e+00 1.715923e+02 1
+## 6769 6 icu 113 5.475732e-02 0.000000e+00 1.714744e+02 1
+## 6770 6 icu 114 5.620107e-02 0.000000e+00 1.759955e+02 1
+## 6771 6 icu 115 5.930492e-02 0.000000e+00 1.857153e+02 1
+## 6772 6 icu 116 6.440467e-02 0.000000e+00 2.016854e+02 1
+## 6773 6 icu 117 7.205127e-02 0.000000e+00 2.256310e+02 1
+## 6774 6 icu 118 8.280651e-02 0.000000e+00 2.593114e+02 1
+## 6775 6 icu 119 9.748154e-02 0.000000e+00 3.052667e+02 1
+## 6776 6 icu 120 1.186491e-01 0.000000e+00 3.715536e+02 1
+## 6777 6 icu 121 1.493777e-01 0.000000e+00 4.677811e+02 1
+## 6778 6 icu 122 1.944435e-01 0.000000e+00 6.089062e+02 1
+## 6779 6 icu 123 2.614573e-01 0.000000e+00 8.187622e+02 1
+## 6780 6 icu 124 3.626304e-01 0.000000e+00 1.135589e+03 1
+## 6781 6 icu 125 5.174109e-01 0.000000e+00 1.620289e+03 1
+## 6782 6 icu 126 7.564202e-01 0.000000e+00 2.368755e+03 1
+## 6783 6 icu 127 1.125981e+00 0.000000e+00 3.526047e+03 1
+## 6784 6 icu 128 1.690324e+00 0.000000e+00 5.293307e+03 1
+## 6785 6 icu 129 2.522454e+00 0.000000e+00 7.899149e+03 1
+## 6786 6 icu 130 3.665949e+00 0.000000e+00 1.148004e+04 1
+## 6787 6 icu 131 5.052435e+00 0.000000e+00 1.582187e+04 1
+## 6788 6 icu 132 6.412305e+00 0.000000e+00 2.008035e+04 1
+## 6789 6 icu 133 7.313448e+00 0.000000e+00 2.290231e+04 1
+## 6790 6 icu 134 7.420657e+00 0.000000e+00 2.323804e+04 1
+## 6791 6 icu 135 6.755326e+00 0.000000e+00 2.115453e+04 1
+## 6792 6 icu 136 5.645639e+00 0.000000e+00 1.767951e+04 1
+## 6793 6 icu 137 4.457720e+00 0.000000e+00 1.395950e+04 1
+## 6794 6 icu 138 3.414526e+00 0.000000e+00 1.069270e+04 1
+## 6795 6 icu 139 2.588325e+00 0.000000e+00 8.105427e+03 1
+## 6796 6 icu 140 1.979871e+00 0.000000e+00 6.200031e+03 1
+## 6797 6 icu 141 1.538894e+00 0.000000e+00 4.819098e+03 1
+## 6798 6 icu 142 1.207473e+00 0.000000e+00 3.781242e+03 1
+## 6799 6 icu 143 9.582633e-01 0.000000e+00 3.000834e+03 1
+## 6800 6 icu 144 7.697413e-01 0.000000e+00 2.410471e+03 1
+## 6801 6 icu 145 6.258278e-01 0.000000e+00 1.959801e+03 1
+## 6802 6 icu 146 5.148449e-01 0.000000e+00 1.612254e+03 1
+## 6803 6 icu 147 4.283606e-01 0.000000e+00 1.341425e+03 1
+## 6804 6 icu 148 3.602661e-01 0.000000e+00 1.128185e+03 1
+## 6805 6 icu 149 3.061052e-01 0.000000e+00 9.585786e+02 1
+## 6806 6 icu 150 2.626006e-01 0.000000e+00 8.223424e+02 1
+## 6807 6 icu 151 2.273232e-01 0.000000e+00 7.118701e+02 1
+## 6808 6 icu 152 1.984591e-01 0.000000e+00 6.214814e+02 1
+## 6809 6 icu 153 1.746450e-01 0.000000e+00 5.469067e+02 1
+## 6810 6 icu 154 1.548500e-01 0.000000e+00 4.849181e+02 1
+## 6811 6 icu 155 1.382906e-01 0.000000e+00 4.330617e+02 1
+## 6812 6 icu 156 1.243680e-01 0.000000e+00 3.894625e+02 1
+## 6813 7 icu 105 8.193633e-02 0.000000e+00 2.366641e+02 1
+## 6814 7 icu 106 6.902530e-02 0.000000e+00 1.993720e+02 1
+## 6815 7 icu 107 5.995681e-02 0.000000e+00 1.731787e+02 1
+## 6816 7 icu 108 5.326446e-02 0.000000e+00 1.538486e+02 1
+## 6817 7 icu 109 4.839253e-02 0.000000e+00 1.397765e+02 1
+## 6818 7 icu 110 4.499630e-02 0.000000e+00 1.299669e+02 1
+## 6819 7 icu 111 4.285781e-02 0.000000e+00 1.237901e+02 1
+## 6820 7 icu 112 4.185447e-02 0.000000e+00 1.208920e+02 1
+## 6821 7 icu 113 4.194832e-02 0.000000e+00 1.211631e+02 1
+## 6822 7 icu 114 4.318731e-02 0.000000e+00 1.247418e+02 1
+## 6823 7 icu 115 4.571746e-02 0.000000e+00 1.320499e+02 1
+## 6824 7 icu 116 4.980928e-02 0.000000e+00 1.438686e+02 1
+## 6825 7 icu 117 5.590471e-02 0.000000e+00 1.614746e+02 1
+## 6826 7 icu 118 6.468113e-02 0.000000e+00 1.868244e+02 1
+## 6827 7 icu 119 7.718117e-02 0.000000e+00 2.229294e+02 1
+## 6828 7 icu 120 9.508606e-02 0.000000e+00 2.746457e+02 1
+## 6829 7 icu 121 1.209851e-01 0.000000e+00 3.494521e+02 1
+## 6830 7 icu 122 1.589720e-01 0.000000e+00 4.591733e+02 1
+## 6831 7 icu 123 2.155881e-01 0.000000e+00 6.227027e+02 1
+## 6832 7 icu 124 3.013502e-01 0.000000e+00 8.704171e+02 1
+## 6833 7 icu 125 4.331401e-01 0.000000e+00 1.251078e+03 1
+## 6834 7 icu 126 6.376666e-01 0.000000e+00 1.841830e+03 1
+## 6835 7 icu 127 9.555903e-01 0.000000e+00 2.760118e+03 1
+## 6836 7 icu 128 1.443744e+00 0.000000e+00 4.170097e+03 1
+## 6837 7 icu 129 2.167611e+00 0.000000e+00 6.260906e+03 1
+## 6838 7 icu 130 3.168190e+00 0.000000e+00 9.150970e+03 1
+## 6839 7 icu 131 4.389199e+00 0.000000e+00 1.267772e+04 1
+## 6840 7 icu 132 5.596139e+00 0.000000e+00 1.616383e+04 1
+## 6841 7 icu 133 6.406778e+00 0.000000e+00 1.850528e+04 1
+## 6842 7 icu 134 6.518364e+00 0.000000e+00 1.882758e+04 1
+## 6843 7 icu 135 5.941873e+00 0.000000e+00 1.716245e+04 1
+## 6844 7 icu 136 4.964334e+00 0.000000e+00 1.433894e+04 1
+## 6845 7 icu 137 3.911883e+00 0.000000e+00 1.129905e+04 1
+## 6846 7 icu 138 2.985713e+00 0.000000e+00 8.623906e+03 1
+## 6847 7 icu 139 2.252451e+00 0.000000e+00 6.505958e+03 1
+## 6848 7 icu 140 1.702656e+00 0.000000e+00 4.917935e+03 1
+## 6849 7 icu 141 1.299296e+00 0.000000e+00 3.752874e+03 1
+## 6850 7 icu 142 1.003985e+00 0.000000e+00 2.899902e+03 1
+## 6851 7 icu 143 7.866005e-01 0.000000e+00 2.272009e+03 1
+## 6852 7 icu 144 6.249424e-01 0.000000e+00 1.805078e+03 1
+## 6853 7 icu 145 5.032623e-01 0.000000e+00 1.453618e+03 1
+## 6854 7 icu 146 4.105177e-01 0.000000e+00 1.185735e+03 1
+## 6855 7 icu 147 3.389533e-01 0.000000e+00 9.790294e+02 1
+## 6856 7 icu 148 2.830787e-01 0.000000e+00 8.176418e+02 1
+## 6857 7 icu 149 2.389660e-01 0.000000e+00 6.902271e+02 1
+## 6858 7 icu 150 2.037739e-01 0.000000e+00 5.885787e+02 1
+## 6859 7 icu 151 1.754251e-01 0.000000e+00 5.066960e+02 1
+## 6860 7 icu 152 1.523844e-01 0.000000e+00 4.401457e+02 1
+## 6861 7 icu 153 1.335070e-01 0.000000e+00 3.856205e+02 1
+## 6862 7 icu 154 1.179309e-01 0.000000e+00 3.406306e+02 1
+## 6863 7 icu 155 1.050018e-01 0.000000e+00 3.032863e+02 1
+## 6864 7 icu 156 9.421932e-02 0.000000e+00 2.721422e+02 1
+## 6865 8 icu 105 6.508222e-02 0.000000e+00 2.062989e+02 1
+## 6866 8 icu 106 5.474012e-02 0.000000e+00 1.735163e+02 1
+## 6867 8 icu 107 4.749679e-02 0.000000e+00 1.505562e+02 1
+## 6868 8 icu 108 4.217137e-02 0.000000e+00 1.336756e+02 1
+## 6869 8 icu 109 3.831214e-02 0.000000e+00 1.214426e+02 1
+## 6870 8 icu 110 3.563914e-02 0.000000e+00 1.129696e+02 1
+## 6871 8 icu 111 3.397604e-02 0.000000e+00 1.076979e+02 1
+## 6872 8 icu 112 3.322439e-02 0.000000e+00 1.053153e+02 1
+## 6873 8 icu 113 3.335492e-02 0.000000e+00 1.057291e+02 1
+## 6874 8 icu 114 3.440841e-02 0.000000e+00 1.090684e+02 1
+## 6875 8 icu 115 3.650584e-02 0.000000e+00 1.157169e+02 1
+## 6876 8 icu 116 3.987018e-02 0.000000e+00 1.263813e+02 1
+## 6877 8 icu 117 4.486528e-02 0.000000e+00 1.422148e+02 1
+## 6878 8 icu 118 5.204727e-02 0.000000e+00 1.649804e+02 1
+## 6879 8 icu 119 6.227437e-02 0.000000e+00 1.973985e+02 1
+## 6880 8 icu 120 7.693998e-02 0.000000e+00 2.438858e+02 1
+## 6881 8 icu 121 9.818757e-02 0.000000e+00 3.112368e+02 1
+## 6882 8 icu 122 1.294147e-01 0.000000e+00 4.102212e+02 1
+## 6883 8 icu 123 1.760657e-01 0.000000e+00 5.580966e+02 1
+## 6884 8 icu 124 2.469211e-01 0.000000e+00 7.826953e+02 1
+## 6885 8 icu 125 3.561302e-01 0.000000e+00 1.128868e+03 1
+## 6886 8 icu 126 5.261614e-01 0.000000e+00 1.667836e+03 1
+## 6887 8 icu 127 7.913807e-01 0.000000e+00 2.508534e+03 1
+## 6888 8 icu 128 1.200118e+00 0.000000e+00 3.804158e+03 1
+## 6889 8 icu 129 1.808633e+00 0.000000e+00 5.733040e+03 1
+## 6890 8 icu 130 2.653425e+00 0.000000e+00 8.410877e+03 1
+## 6891 8 icu 131 3.689500e+00 0.000000e+00 1.169505e+04 1
+## 6892 8 icu 132 4.720321e+00 0.000000e+00 1.496256e+04 1
+## 6893 8 icu 133 5.420927e+00 0.000000e+00 1.718336e+04 1
+## 6894 8 icu 134 5.529492e+00 0.000000e+00 1.752749e+04 1
+## 6895 8 icu 135 5.049351e+00 0.000000e+00 1.600553e+04 1
+## 6896 8 icu 136 4.221706e+00 0.000000e+00 1.338204e+04 1
+## 6897 8 icu 137 3.325140e+00 0.000000e+00 1.054009e+04 1
+## 6898 8 icu 138 2.533684e+00 0.000000e+00 8.031319e+03 1
+## 6899 8 icu 139 1.906323e+00 0.000000e+00 6.042700e+03 1
+## 6900 8 icu 140 1.436191e+00 0.000000e+00 4.552466e+03 1
+## 6901 8 icu 141 1.091805e+00 0.000000e+00 3.460823e+03 1
+## 6902 8 icu 142 8.402537e-01 0.000000e+00 2.663452e+03 1
+## 6903 8 icu 143 6.556361e-01 0.000000e+00 2.078248e+03 1
+## 6904 8 icu 144 5.188006e-01 0.000000e+00 1.644504e+03 1
+## 6905 8 icu 145 4.161507e-01 0.000000e+00 1.319123e+03 1
+## 6906 8 icu 146 3.381636e-01 0.000000e+00 1.071917e+03 1
+## 6907 8 icu 147 2.781673e-01 0.000000e+00 8.817401e+02 1
+## 6908 8 icu 148 2.314541e-01 0.000000e+00 7.336677e+02 1
+## 6909 8 icu 149 1.946688e-01 0.000000e+00 6.170647e+02 1
+## 6910 8 icu 150 1.653939e-01 0.000000e+00 5.242688e+02 1
+## 6911 8 icu 151 1.418691e-01 0.000000e+00 4.496992e+02 1
+## 6912 8 icu 152 1.227982e-01 0.000000e+00 3.892479e+02 1
+## 6913 8 icu 153 1.072172e-01 0.000000e+00 3.398593e+02 1
+## 6914 8 icu 154 9.440213e-02 0.000000e+00 2.992377e+02 1
+## 6915 8 icu 155 8.380361e-02 0.000000e+00 2.656423e+02 1
+## 6916 8 icu 156 7.500139e-02 0.000000e+00 2.377409e+02 1
+## 6917 9 icu 105 4.813616e-02 0.000000e+00 1.471359e+02 1
+## 6918 9 icu 106 4.040414e-02 0.000000e+00 1.235017e+02 1
+## 6919 9 icu 107 3.499591e-02 0.000000e+00 1.069706e+02 1
+## 6920 9 icu 108 3.102737e-02 0.000000e+00 9.484013e+01 1
+## 6921 9 icu 109 2.815742e-02 0.000000e+00 8.606766e+01 1
+## 6922 9 icu 110 2.617437e-02 0.000000e+00 8.000616e+01 1
+## 6923 9 icu 111 2.494488e-02 0.000000e+00 7.624801e+01 1
+## 6924 9 icu 112 2.439445e-02 0.000000e+00 7.456555e+01 1
+## 6925 9 icu 113 2.450074e-02 0.000000e+00 7.489043e+01 1
+## 6926 9 icu 114 2.529411e-02 0.000000e+00 7.731551e+01 1
+## 6927 9 icu 115 2.686523e-02 0.000000e+00 8.211786e+01 1
+## 6928 9 icu 116 2.938144e-02 0.000000e+00 8.980907e+01 1
+## 6929 9 icu 117 3.311615e-02 0.000000e+00 1.012248e+02 1
+## 6930 9 icu 118 3.848515e-02 0.000000e+00 1.176360e+02 1
+## 6931 9 icu 119 4.613039e-02 0.000000e+00 1.410049e+02 1
+## 6932 9 icu 120 5.710832e-02 0.000000e+00 1.745607e+02 1
+## 6933 9 icu 121 7.303884e-02 0.000000e+00 2.232549e+02 1
+## 6934 9 icu 122 9.649420e-02 0.000000e+00 2.949500e+02 1
+## 6935 9 icu 123 1.316057e-01 0.000000e+00 4.022739e+02 1
+## 6936 9 icu 124 1.850527e-01 0.000000e+00 5.656432e+02 1
+## 6937 9 icu 125 2.676297e-01 0.000000e+00 8.180530e+02 1
+## 6938 9 icu 126 3.965440e-01 0.000000e+00 1.212100e+03 1
+## 6939 9 icu 127 5.982064e-01 0.000000e+00 1.828514e+03 1
+## 6940 9 icu 128 9.099714e-01 0.000000e+00 2.781473e+03 1
+## 6941 9 icu 129 1.375718e+00 0.000000e+00 4.205102e+03 1
+## 6942 9 icu 130 2.024851e+00 0.000000e+00 6.189280e+03 1
+## 6943 9 icu 131 2.824746e+00 0.000000e+00 8.634289e+03 1
+## 6944 9 icu 132 3.625789e+00 0.000000e+00 1.108280e+04 1
+## 6945 9 icu 133 4.177082e+00 0.000000e+00 1.276792e+04 1
+## 6946 9 icu 134 4.272993e+00 0.000000e+00 1.306109e+04 1
+## 6947 9 icu 135 3.911259e+00 0.000000e+00 1.195539e+04 1
+## 6948 9 icu 136 3.275571e+00 0.000000e+00 1.001231e+04 1
+## 6949 9 icu 137 2.581863e+00 0.000000e+00 7.891876e+03 1
+## 6950 9 icu 138 1.966884e+00 0.000000e+00 6.012097e+03 1
+## 6951 9 icu 139 1.478199e+00 0.000000e+00 4.518352e+03 1
+## 6952 9 icu 140 1.111728e+00 0.000000e+00 3.398175e+03 1
+## 6953 9 icu 141 8.433238e-01 0.000000e+00 2.577754e+03 1
+## 6954 9 icu 142 6.473822e-01 0.000000e+00 1.978827e+03 1
+## 6955 9 icu 143 5.037643e-01 0.000000e+00 1.539836e+03 1
+## 6956 9 icu 144 3.975068e-01 0.000000e+00 1.215043e+03 1
+## 6957 9 icu 145 3.179587e-01 0.000000e+00 9.718917e+02 1
+## 6958 9 icu 146 2.576521e-01 0.000000e+00 7.875550e+02 1
+## 6959 9 icu 147 2.113558e-01 0.000000e+00 6.460428e+02 1
+## 6960 9 icu 148 1.753820e-01 0.000000e+00 5.360831e+02 1
+## 6961 9 icu 149 1.471069e-01 0.000000e+00 4.496557e+02 1
+## 6962 9 icu 150 1.246440e-01 0.000000e+00 3.809944e+02 1
+## 6963 9 icu 151 1.066227e-01 0.000000e+00 3.259093e+02 1
+## 6964 9 icu 152 9.203634e-02 0.000000e+00 2.813238e+02 1
+## 6965 9 icu 153 8.013815e-02 0.000000e+00 2.449551e+02 1
+## 6966 9 icu 154 7.036827e-02 0.000000e+00 2.150919e+02 1
+## 6967 9 icu 155 6.230291e-02 0.000000e+00 1.904388e+02 1
+## 6968 9 icu 156 5.561815e-02 0.000000e+00 1.700058e+02 1
+## 6969 10 icu 105 3.778869e-02 0.000000e+00 1.258987e+02 1
+## 6970 10 icu 106 3.165492e-02 0.000000e+00 1.054631e+02 1
+## 6971 10 icu 107 2.736578e-02 0.000000e+00 9.117320e+01 1
+## 6972 10 icu 108 2.422025e-02 0.000000e+00 8.069338e+01 1
+## 6973 10 icu 109 2.194586e-02 0.000000e+00 7.311591e+01 1
+## 6974 10 icu 110 2.037319e-02 0.000000e+00 6.787631e+01 1
+## 6975 10 icu 111 1.939525e-02 0.000000e+00 6.461817e+01 1
+## 6976 10 icu 112 1.895195e-02 0.000000e+00 6.314126e+01 1
+## 6977 10 icu 113 1.902455e-02 0.000000e+00 6.338313e+01 1
+## 6978 10 icu 114 1.963601e-02 0.000000e+00 6.542029e+01 1
+## 6979 10 icu 115 2.085684e-02 0.000000e+00 6.948769e+01 1
+## 6980 10 icu 116 2.281803e-02 0.000000e+00 7.602167e+01 1
+## 6981 10 icu 117 2.573409e-02 0.000000e+00 8.573698e+01 1
+## 6982 10 icu 118 2.994203e-02 0.000000e+00 9.975636e+01 1
+## 6983 10 icu 119 3.596526e-02 0.000000e+00 1.198236e+02 1
+## 6984 10 icu 120 4.461981e-02 0.000000e+00 1.486576e+02 1
+## 6985 10 icu 121 5.719061e-02 0.000000e+00 1.905391e+02 1
+## 6986 10 icu 122 7.572382e-02 0.000000e+00 2.522852e+02 1
+## 6987 10 icu 123 1.035119e-01 0.000000e+00 3.448653e+02 1
+## 6988 10 icu 124 1.458891e-01 0.000000e+00 4.860513e+02 1
+## 6989 10 icu 125 2.114953e-01 0.000000e+00 7.046283e+02 1
+## 6990 10 icu 126 3.141403e-01 0.000000e+00 1.046605e+03 1
+## 6991 10 icu 127 4.751053e-01 0.000000e+00 1.582884e+03 1
+## 6992 10 icu 128 7.246290e-01 0.000000e+00 2.414210e+03 1
+## 6993 10 icu 129 1.098539e+00 0.000000e+00 3.659948e+03 1
+## 6994 10 icu 130 1.621544e+00 0.000000e+00 5.402416e+03 1
+## 6995 10 icu 131 2.268906e+00 0.000000e+00 7.559200e+03 1
+## 6996 10 icu 132 2.921359e+00 0.000000e+00 9.732943e+03 1
+## 6997 10 icu 133 3.376111e+00 0.000000e+00 1.124802e+04 1
+## 6998 10 icu 134 3.464173e+00 0.000000e+00 1.154141e+04 1
+## 6999 10 icu 135 3.179717e+00 0.000000e+00 1.059370e+04 1
+## 7000 10 icu 136 2.669004e+00 0.000000e+00 8.892186e+03 1
+## 7001 10 icu 137 2.107124e+00 0.000000e+00 7.020197e+03 1
+## 7002 10 icu 138 1.606530e+00 0.000000e+00 5.352395e+03 1
+## 7003 10 icu 139 1.207421e+00 0.000000e+00 4.022704e+03 1
+## 7004 10 icu 140 9.069536e-01 0.000000e+00 3.021652e+03 1
+## 7005 10 icu 141 6.864459e-01 0.000000e+00 2.286997e+03 1
+## 7006 10 icu 142 5.257060e-01 0.000000e+00 1.751468e+03 1
+## 7007 10 icu 143 4.080909e-01 0.000000e+00 1.359616e+03 1
+## 7008 10 icu 144 3.212345e-01 0.000000e+00 1.070241e+03 1
+## 7009 10 icu 145 2.563378e-01 0.000000e+00 8.540276e+02 1
+## 7010 10 icu 146 2.072356e-01 0.000000e+00 6.904364e+02 1
+## 7011 10 icu 147 1.696132e-01 0.000000e+00 5.650916e+02 1
+## 7012 10 icu 148 1.404327e-01 0.000000e+00 4.678725e+02 1
+## 7013 10 icu 149 1.175361e-01 0.000000e+00 3.915892e+02 1
+## 7014 10 icu 150 9.937461e-02 0.000000e+00 3.310814e+02 1
+## 7015 10 icu 151 8.482479e-02 0.000000e+00 2.826065e+02 1
+## 7016 10 icu 152 7.306337e-02 0.000000e+00 2.434215e+02 1
+## 7017 10 icu 153 6.348070e-02 0.000000e+00 2.114954e+02 1
+## 7018 10 icu 154 5.562065e-02 0.000000e+00 1.853085e+02 1
+## 7019 10 icu 155 4.913860e-02 0.000000e+00 1.637126e+02 1
+## 7020 10 icu 156 4.377156e-02 0.000000e+00 1.458315e+02 1
+## 7021 11 icu 105 2.881462e-02 0.000000e+00 8.111258e+01 1
+## 7022 11 icu 106 2.409675e-02 0.000000e+00 6.783188e+01 1
+## 7023 11 icu 107 2.079686e-02 0.000000e+00 5.854275e+01 1
+## 7024 11 icu 108 1.837629e-02 0.000000e+00 5.172890e+01 1
+## 7025 11 icu 109 1.662454e-02 0.000000e+00 4.679776e+01 1
+## 7026 11 icu 110 1.541039e-02 0.000000e+00 4.337993e+01 1
+## 7027 11 icu 111 1.465070e-02 0.000000e+00 4.124143e+01 1
+## 7028 11 icu 112 1.429841e-02 0.000000e+00 4.024973e+01 1
+## 7029 11 icu 113 1.433809e-02 0.000000e+00 4.036145e+01 1
+## 7030 11 icu 114 1.478615e-02 0.000000e+00 4.162272e+01 1
+## 7031 11 icu 115 1.569510e-02 0.000000e+00 4.418140e+01 1
+## 7032 11 icu 116 1.716330e-02 0.000000e+00 4.831436e+01 1
+## 7033 11 icu 117 1.935242e-02 0.000000e+00 5.447669e+01 1
+## 7034 11 icu 118 2.251692e-02 0.000000e+00 6.338468e+01 1
+## 7035 11 icu 119 2.705271e-02 0.000000e+00 7.615284e+01 1
+## 7036 11 icu 120 3.357774e-02 0.000000e+00 9.452068e+01 1
+## 7037 11 icu 121 4.306620e-02 0.000000e+00 1.212305e+02 1
+## 7038 11 icu 122 5.707151e-02 0.000000e+00 1.606552e+02 1
+## 7039 11 icu 123 7.809702e-02 0.000000e+00 2.198416e+02 1
+## 7040 11 icu 124 1.102053e-01 0.000000e+00 3.102258e+02 1
+## 7041 11 icu 125 1.599890e-01 0.000000e+00 4.503659e+02 1
+## 7042 11 icu 126 2.380095e-01 0.000000e+00 6.699921e+02 1
+## 7043 11 icu 127 3.605893e-01 0.000000e+00 1.015052e+03 1
+## 7044 11 icu 128 5.510147e-01 0.000000e+00 1.551096e+03 1
+## 7045 11 icu 129 8.370748e-01 0.000000e+00 2.356349e+03 1
+## 7046 11 icu 130 1.238403e+00 0.000000e+00 3.486079e+03 1
+## 7047 11 icu 131 1.737098e+00 0.000000e+00 4.889895e+03 1
+## 7048 11 icu 132 2.242627e+00 0.000000e+00 6.312951e+03 1
+## 7049 11 icu 133 2.599121e+00 0.000000e+00 7.316475e+03 1
+## 7050 11 icu 134 2.674712e+00 0.000000e+00 7.529262e+03 1
+## 7051 11 icu 135 2.462025e+00 0.000000e+00 6.930552e+03 1
+## 7052 11 icu 136 2.071820e+00 0.000000e+00 5.832132e+03 1
+## 7053 11 icu 137 1.639016e+00 0.000000e+00 4.613799e+03 1
+## 7054 11 icu 138 1.251446e+00 0.000000e+00 3.522796e+03 1
+## 7055 11 icu 139 9.413212e-01 0.000000e+00 2.649801e+03 1
+## 7056 11 icu 140 7.072384e-01 0.000000e+00 1.990862e+03 1
+## 7057 11 icu 141 5.351492e-01 0.000000e+00 1.506435e+03 1
+## 7058 11 icu 142 4.095767e-01 0.000000e+00 1.152950e+03 1
+## 7059 11 icu 143 3.176546e-01 0.000000e+00 8.941916e+02 1
+## 7060 11 icu 144 2.497729e-01 0.000000e+00 7.031058e+02 1
+## 7061 11 icu 145 1.990705e-01 0.000000e+00 5.603795e+02 1
+## 7062 11 icu 146 1.607292e-01 0.000000e+00 4.524496e+02 1
+## 7063 11 icu 147 1.313721e-01 0.000000e+00 3.698100e+02 1
+## 7064 11 icu 148 1.086200e-01 0.000000e+00 3.057631e+02 1
+## 7065 11 icu 149 9.078171e-02 0.000000e+00 2.555487e+02 1
+## 7066 11 icu 150 7.664374e-02 0.000000e+00 2.157506e+02 1
+## 7067 11 icu 151 6.532602e-02 0.000000e+00 1.838915e+02 1
+## 7068 11 icu 152 5.618384e-02 0.000000e+00 1.581564e+02 1
+## 7069 11 icu 153 4.874004e-02 0.000000e+00 1.372022e+02 1
+## 7070 11 icu 154 4.263788e-02 0.000000e+00 1.200248e+02 1
+## 7071 11 icu 155 3.760801e-02 0.000000e+00 1.058658e+02 1
+## 7072 11 icu 156 3.344506e-02 0.000000e+00 9.414719e+01 1
+## 7073 12 icu 105 2.679416e-02 0.000000e+00 7.244989e+01 1
+## 7074 12 icu 106 2.237815e-02 0.000000e+00 6.050926e+01 1
+## 7075 12 icu 107 1.928808e-02 0.000000e+00 5.215388e+01 1
+## 7076 12 icu 108 1.702026e-02 0.000000e+00 4.602183e+01 1
+## 7077 12 icu 109 1.537705e-02 0.000000e+00 4.157867e+01 1
+## 7078 12 icu 110 1.423494e-02 0.000000e+00 3.849048e+01 1
+## 7079 12 icu 111 1.351545e-02 0.000000e+00 3.654502e+01 1
+## 7080 12 icu 112 1.317374e-02 0.000000e+00 3.562106e+01 1
+## 7081 12 icu 113 1.319444e-02 0.000000e+00 3.567703e+01 1
+## 7082 12 icu 114 1.359159e-02 0.000000e+00 3.675091e+01 1
+## 7083 12 icu 115 1.441257e-02 0.000000e+00 3.897078e+01 1
+## 7084 12 icu 116 1.574689e-02 0.000000e+00 4.257871e+01 1
+## 7085 12 icu 117 1.774219e-02 0.000000e+00 4.797390e+01 1
+## 7086 12 icu 118 2.063129e-02 0.000000e+00 5.578585e+01 1
+## 7087 12 icu 119 2.477683e-02 0.000000e+00 6.699516e+01 1
+## 7088 12 icu 120 3.074540e-02 0.000000e+00 8.313383e+01 1
+## 7089 12 icu 121 3.943092e-02 0.000000e+00 1.066190e+02 1
+## 7090 12 icu 122 5.226017e-02 0.000000e+00 1.413086e+02 1
+## 7091 12 icu 123 7.153463e-02 0.000000e+00 1.934256e+02 1
+## 7092 12 icu 124 1.009936e-01 0.000000e+00 2.730811e+02 1
+## 7093 12 icu 125 1.467134e-01 0.000000e+00 3.967049e+02 1
+## 7094 12 icu 126 2.184448e-01 0.000000e+00 5.906626e+02 1
+## 7095 12 icu 127 3.312906e-01 0.000000e+00 8.957911e+02 1
+## 7096 12 icu 128 5.068667e-01 0.000000e+00 1.370539e+03 1
+## 7097 12 icu 129 7.711210e-01 0.000000e+00 2.085068e+03 1
+## 7098 12 icu 130 1.142754e+00 0.000000e+00 3.089944e+03 1
+## 7099 12 icu 131 1.606076e+00 0.000000e+00 4.342740e+03 1
+## 7100 12 icu 132 2.078147e+00 0.000000e+00 5.619193e+03 1
+## 7101 12 icu 133 2.414576e+00 0.000000e+00 6.528878e+03 1
+## 7102 12 icu 134 2.491548e+00 0.000000e+00 6.737006e+03 1
+## 7103 12 icu 135 2.299747e+00 0.000000e+00 6.218388e+03 1
+## 7104 12 icu 136 1.940302e+00 0.000000e+00 5.246467e+03 1
+## 7105 12 icu 137 1.538453e+00 0.000000e+00 4.159891e+03 1
+## 7106 12 icu 138 1.176776e+00 0.000000e+00 3.181937e+03 1
+## 7107 12 icu 139 8.862861e-01 0.000000e+00 2.396468e+03 1
+## 7108 12 icu 140 6.664056e-01 0.000000e+00 1.801923e+03 1
+## 7109 12 icu 141 5.044245e-01 0.000000e+00 1.363936e+03 1
+## 7110 12 icu 142 3.860592e-01 0.000000e+00 1.043882e+03 1
+## 7111 12 icu 143 2.993342e-01 0.000000e+00 8.093828e+02 1
+## 7112 12 icu 144 2.352578e-01 0.000000e+00 6.361238e+02 1
+## 7113 12 icu 145 1.873878e-01 0.000000e+00 5.066862e+02 1
+## 7114 12 icu 146 1.511889e-01 0.000000e+00 4.088064e+02 1
+## 7115 12 icu 147 1.234768e-01 0.000000e+00 3.338744e+02 1
+## 7116 12 icu 148 1.020053e-01 0.000000e+00 2.758167e+02 1
+## 7117 12 icu 149 8.517688e-02 0.000000e+00 2.303135e+02 1
+## 7118 12 icu 150 7.184426e-02 0.000000e+00 1.942628e+02 1
+## 7119 12 icu 151 6.117538e-02 0.000000e+00 1.654148e+02 1
+## 7120 12 icu 152 5.256059e-02 0.000000e+00 1.421209e+02 1
+## 7121 12 icu 153 4.554864e-02 0.000000e+00 1.231610e+02 1
+## 7122 12 icu 154 3.980223e-02 0.000000e+00 1.076230e+02 1
+## 7123 12 icu 155 3.506670e-02 0.000000e+00 9.481838e+01 1
+## 7124 12 icu 156 3.114791e-02 0.000000e+00 8.422221e+01 1
+## 7125 13 icu 105 2.064612e-01 0.000000e+00 7.454757e+02 1
+## 7126 13 icu 106 1.756286e-01 0.000000e+00 6.341475e+02 1
+## 7127 13 icu 107 1.539991e-01 0.000000e+00 5.560492e+02 1
+## 7128 13 icu 108 1.380683e-01 0.000000e+00 4.985275e+02 1
+## 7129 13 icu 109 1.266135e-01 0.000000e+00 4.571673e+02 1
+## 7130 13 icu 110 1.188605e-01 0.000000e+00 4.291733e+02 1
+## 7131 13 icu 111 1.143263e-01 0.000000e+00 4.128013e+02 1
+## 7132 13 icu 112 1.127707e-01 0.000000e+00 4.071845e+02 1
+## 7133 13 icu 113 1.141794e-01 0.000000e+00 4.122712e+02 1
+## 7134 13 icu 114 1.187762e-01 0.000000e+00 4.288688e+02 1
+## 7135 13 icu 115 1.270682e-01 0.000000e+00 4.588091e+02 1
+## 7136 13 icu 116 1.399348e-01 0.000000e+00 5.052670e+02 1
+## 7137 13 icu 117 1.587798e-01 0.000000e+00 5.733110e+02 1
+## 7138 13 icu 118 1.857829e-01 0.000000e+00 6.708120e+02 1
+## 7139 13 icu 119 2.243078e-01 0.000000e+00 8.099149e+02 1
+## 7140 13 icu 120 2.795917e-01 0.000000e+00 1.009530e+03 1
+## 7141 13 icu 121 3.598590e-01 0.000000e+00 1.299354e+03 1
+## 7142 13 icu 122 4.781444e-01 0.000000e+00 1.726451e+03 1
+## 7143 13 icu 123 6.552580e-01 0.000000e+00 2.365960e+03 1
+## 7144 13 icu 124 9.244676e-01 0.000000e+00 3.338003e+03 1
+## 7145 13 icu 125 1.338430e+00 0.000000e+00 4.832708e+03 1
+## 7146 13 icu 126 1.977969e+00 0.000000e+00 7.141913e+03 1
+## 7147 13 icu 127 2.958676e+00 0.000000e+00 1.068298e+04 1
+## 7148 13 icu 128 4.421297e+00 0.000000e+00 1.596411e+04 1
+## 7149 13 icu 129 6.473018e+00 0.000000e+00 2.337232e+04 1
+## 7150 13 icu 130 9.035817e+00 0.000000e+00 3.262590e+04 1
+## 7151 13 icu 131 1.162951e+01 0.000000e+00 4.199101e+04 1
+## 7152 13 icu 132 1.334771e+01 0.000000e+00 4.819499e+04 1
+## 7153 13 icu 133 1.337965e+01 0.000000e+00 4.831030e+04 1
+## 7154 13 icu 134 1.175676e+01 0.000000e+00 4.245050e+04 1
+## 7155 13 icu 135 9.334744e+00 0.000000e+00 3.370524e+04 1
+## 7156 13 icu 136 7.006866e+00 0.000000e+00 2.529990e+04 1
+## 7157 13 icu 137 5.187698e+00 0.000000e+00 1.873138e+04 1
+## 7158 13 icu 138 3.894053e+00 0.000000e+00 1.406038e+04 1
+## 7159 13 icu 139 2.996666e+00 0.000000e+00 1.082015e+04 1
+## 7160 13 icu 140 2.365129e+00 0.000000e+00 8.539844e+03 1
+## 7161 13 icu 141 1.906960e+00 0.000000e+00 6.885517e+03 1
+## 7162 13 icu 142 1.563686e+00 0.000000e+00 5.646049e+03 1
+## 7163 13 icu 143 1.299396e+00 0.000000e+00 4.691768e+03 1
+## 7164 13 icu 144 1.091584e+00 0.000000e+00 3.941415e+03 1
+## 7165 13 icu 145 9.255480e-01 0.000000e+00 3.341904e+03 1
+## 7166 13 icu 146 7.912326e-01 0.000000e+00 2.856928e+03 1
+## 7167 13 icu 147 6.814707e-01 0.000000e+00 2.460607e+03 1
+## 7168 13 icu 148 5.909889e-01 0.000000e+00 2.133901e+03 1
+## 7169 13 icu 149 5.158280e-01 0.000000e+00 1.862516e+03 1
+## 7170 13 icu 150 4.529714e-01 0.000000e+00 1.635558e+03 1
+## 7171 13 icu 151 4.000936e-01 0.000000e+00 1.444630e+03 1
+## 7172 13 icu 152 3.553856e-01 0.000000e+00 1.283202e+03 1
+## 7173 13 icu 153 3.174299e-01 0.000000e+00 1.146154e+03 1
+## 7174 13 icu 154 2.851082e-01 0.000000e+00 1.029449e+03 1
+## 7175 13 icu 155 2.575328e-01 0.000000e+00 9.298816e+02 1
+## 7176 13 icu 156 2.339944e-01 0.000000e+00 8.448906e+02 1
+## 7177 14 icu 105 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7178 14 icu 106 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7179 14 icu 107 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7180 14 icu 108 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7181 14 icu 109 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7182 14 icu 110 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7183 14 icu 111 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7184 14 icu 112 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7185 14 icu 113 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7186 14 icu 114 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7187 14 icu 115 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7188 14 icu 116 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7189 14 icu 117 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7190 14 icu 118 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7191 14 icu 119 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7192 14 icu 120 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7193 14 icu 121 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7194 14 icu 122 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7195 14 icu 123 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7196 14 icu 124 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7197 14 icu 125 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7198 14 icu 126 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7199 14 icu 127 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7200 14 icu 128 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7201 14 icu 129 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7202 14 icu 130 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7203 14 icu 131 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7204 14 icu 132 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7205 14 icu 133 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7206 14 icu 134 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7207 14 icu 135 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7208 14 icu 136 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7209 14 icu 137 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7210 14 icu 138 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7211 14 icu 139 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7212 14 icu 140 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7213 14 icu 141 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7214 14 icu 142 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7215 14 icu 143 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7216 14 icu 144 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7217 14 icu 145 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7218 14 icu 146 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7219 14 icu 147 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7220 14 icu 148 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7221 14 icu 149 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7222 14 icu 150 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7223 14 icu 151 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7224 14 icu 152 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7225 14 icu 153 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7226 14 icu 154 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7227 14 icu 155 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7228 14 icu 156 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7229 15 icu 105 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7230 15 icu 106 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7231 15 icu 107 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7232 15 icu 108 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7233 15 icu 109 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7234 15 icu 110 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7235 15 icu 111 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7236 15 icu 112 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7237 15 icu 113 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7238 15 icu 114 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7239 15 icu 115 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7240 15 icu 116 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7241 15 icu 117 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7242 15 icu 118 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7243 15 icu 119 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7244 15 icu 120 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7245 15 icu 121 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7246 15 icu 122 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7247 15 icu 123 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7248 15 icu 124 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7249 15 icu 125 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7250 15 icu 126 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7251 15 icu 127 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7252 15 icu 128 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7253 15 icu 129 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7254 15 icu 130 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7255 15 icu 131 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7256 15 icu 132 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7257 15 icu 133 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7258 15 icu 134 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7259 15 icu 135 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7260 15 icu 136 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7261 15 icu 137 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7262 15 icu 138 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7263 15 icu 139 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7264 15 icu 140 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7265 15 icu 141 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7266 15 icu 142 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7267 15 icu 143 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7268 15 icu 144 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7269 15 icu 145 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7270 15 icu 146 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7271 15 icu 147 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7272 15 icu 148 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7273 15 icu 149 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7274 15 icu 150 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7275 15 icu 151 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7276 15 icu 152 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7277 15 icu 153 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7278 15 icu 154 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7279 15 icu 155 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7280 15 icu 156 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7281 16 icu 105 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7282 16 icu 106 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7283 16 icu 107 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7284 16 icu 108 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7285 16 icu 109 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7286 16 icu 110 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7287 16 icu 111 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7288 16 icu 112 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7289 16 icu 113 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7290 16 icu 114 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7291 16 icu 115 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7292 16 icu 116 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7293 16 icu 117 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7294 16 icu 118 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7295 16 icu 119 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7296 16 icu 120 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7297 16 icu 121 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7298 16 icu 122 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7299 16 icu 123 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7300 16 icu 124 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7301 16 icu 125 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7302 16 icu 126 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7303 16 icu 127 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7304 16 icu 128 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7305 16 icu 129 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7306 16 icu 130 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7307 16 icu 131 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7308 16 icu 132 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7309 16 icu 133 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7310 16 icu 134 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7311 16 icu 135 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7312 16 icu 136 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7313 16 icu 137 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7314 16 icu 138 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7315 16 icu 139 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7316 16 icu 140 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7317 16 icu 141 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7318 16 icu 142 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7319 16 icu 143 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7320 16 icu 144 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7321 16 icu 145 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7322 16 icu 146 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7323 16 icu 147 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7324 16 icu 148 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7325 16 icu 149 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7326 16 icu 150 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7327 16 icu 151 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7328 16 icu 152 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7329 16 icu 153 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7330 16 icu 154 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7331 16 icu 155 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7332 16 icu 156 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7333 17 icu 105 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7334 17 icu 106 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7335 17 icu 107 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7336 17 icu 108 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7337 17 icu 109 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7338 17 icu 110 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7339 17 icu 111 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7340 17 icu 112 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7341 17 icu 113 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7342 17 icu 114 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7343 17 icu 115 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7344 17 icu 116 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7345 17 icu 117 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7346 17 icu 118 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7347 17 icu 119 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7348 17 icu 120 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7349 17 icu 121 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7350 17 icu 122 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7351 17 icu 123 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7352 17 icu 124 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7353 17 icu 125 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7354 17 icu 126 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7355 17 icu 127 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7356 17 icu 128 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7357 17 icu 129 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7358 17 icu 130 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7359 17 icu 131 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7360 17 icu 132 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7361 17 icu 133 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7362 17 icu 134 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7363 17 icu 135 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7364 17 icu 136 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7365 17 icu 137 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7366 17 icu 138 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7367 17 icu 139 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7368 17 icu 140 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7369 17 icu 141 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7370 17 icu 142 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7371 17 icu 143 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7372 17 icu 144 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7373 17 icu 145 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7374 17 icu 146 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7375 17 icu 147 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7376 17 icu 148 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7377 17 icu 149 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7378 17 icu 150 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7379 17 icu 151 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7380 17 icu 152 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7381 17 icu 153 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7382 17 icu 154 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7383 17 icu 155 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7384 17 icu 156 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7385 18 icu 105 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7386 18 icu 106 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7387 18 icu 107 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7388 18 icu 108 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7389 18 icu 109 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7390 18 icu 110 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7391 18 icu 111 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7392 18 icu 112 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7393 18 icu 113 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7394 18 icu 114 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7395 18 icu 115 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7396 18 icu 116 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7397 18 icu 117 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7398 18 icu 118 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7399 18 icu 119 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7400 18 icu 120 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7401 18 icu 121 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7402 18 icu 122 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7403 18 icu 123 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7404 18 icu 124 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7405 18 icu 125 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7406 18 icu 126 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7407 18 icu 127 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7408 18 icu 128 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7409 18 icu 129 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7410 18 icu 130 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7411 18 icu 131 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7412 18 icu 132 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7413 18 icu 133 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7414 18 icu 134 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7415 18 icu 135 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7416 18 icu 136 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7417 18 icu 137 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7418 18 icu 138 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7419 18 icu 139 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7420 18 icu 140 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7421 18 icu 141 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7422 18 icu 142 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7423 18 icu 143 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7424 18 icu 144 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7425 18 icu 145 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7426 18 icu 146 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7427 18 icu 147 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7428 18 icu 148 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7429 18 icu 149 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7430 18 icu 150 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7431 18 icu 151 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7432 18 icu 152 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7433 18 icu 153 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7434 18 icu 154 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7435 18 icu 155 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7436 18 icu 156 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7437 19 icu 105 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7438 19 icu 106 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7439 19 icu 107 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7440 19 icu 108 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7441 19 icu 109 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7442 19 icu 110 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7443 19 icu 111 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7444 19 icu 112 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7445 19 icu 113 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7446 19 icu 114 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7447 19 icu 115 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7448 19 icu 116 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7449 19 icu 117 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7450 19 icu 118 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7451 19 icu 119 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7452 19 icu 120 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7453 19 icu 121 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7454 19 icu 122 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7455 19 icu 123 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7456 19 icu 124 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7457 19 icu 125 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7458 19 icu 126 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7459 19 icu 127 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7460 19 icu 128 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7461 19 icu 129 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7462 19 icu 130 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7463 19 icu 131 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7464 19 icu 132 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7465 19 icu 133 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7466 19 icu 134 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7467 19 icu 135 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7468 19 icu 136 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7469 19 icu 137 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7470 19 icu 138 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7471 19 icu 139 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7472 19 icu 140 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7473 19 icu 141 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7474 19 icu 142 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7475 19 icu 143 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7476 19 icu 144 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7477 19 icu 145 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7478 19 icu 146 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7479 19 icu 147 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7480 19 icu 148 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7481 19 icu 149 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7482 19 icu 150 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7483 19 icu 151 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7484 19 icu 152 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7485 19 icu 153 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7486 19 icu 154 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7487 19 icu 155 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7488 19 icu 156 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7489 20 icu 105 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7490 20 icu 106 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7491 20 icu 107 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7492 20 icu 108 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7493 20 icu 109 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7494 20 icu 110 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7495 20 icu 111 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7496 20 icu 112 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7497 20 icu 113 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7498 20 icu 114 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7499 20 icu 115 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7500 20 icu 116 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7501 20 icu 117 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7502 20 icu 118 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7503 20 icu 119 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7504 20 icu 120 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7505 20 icu 121 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7506 20 icu 122 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7507 20 icu 123 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7508 20 icu 124 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7509 20 icu 125 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7510 20 icu 126 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7511 20 icu 127 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7512 20 icu 128 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7513 20 icu 129 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7514 20 icu 130 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7515 20 icu 131 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7516 20 icu 132 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7517 20 icu 133 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7518 20 icu 134 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7519 20 icu 135 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7520 20 icu 136 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7521 20 icu 137 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7522 20 icu 138 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7523 20 icu 139 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7524 20 icu 140 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7525 20 icu 141 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7526 20 icu 142 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7527 20 icu 143 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7528 20 icu 144 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7529 20 icu 145 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7530 20 icu 146 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7531 20 icu 147 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7532 20 icu 148 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7533 20 icu 149 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7534 20 icu 150 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7535 20 icu 151 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7536 20 icu 152 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7537 20 icu 153 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7538 20 icu 154 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7539 20 icu 155 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7540 20 icu 156 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7541 21 icu 105 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7542 21 icu 106 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7543 21 icu 107 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7544 21 icu 108 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7545 21 icu 109 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7546 21 icu 110 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7547 21 icu 111 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7548 21 icu 112 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7549 21 icu 113 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7550 21 icu 114 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7551 21 icu 115 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7552 21 icu 116 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7553 21 icu 117 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7554 21 icu 118 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7555 21 icu 119 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7556 21 icu 120 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7557 21 icu 121 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7558 21 icu 122 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7559 21 icu 123 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7560 21 icu 124 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7561 21 icu 125 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7562 21 icu 126 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7563 21 icu 127 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7564 21 icu 128 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7565 21 icu 129 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7566 21 icu 130 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7567 21 icu 131 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7568 21 icu 132 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7569 21 icu 133 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7570 21 icu 134 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7571 21 icu 135 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7572 21 icu 136 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7573 21 icu 137 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7574 21 icu 138 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7575 21 icu 139 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7576 21 icu 140 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7577 21 icu 141 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7578 21 icu 142 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7579 21 icu 143 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7580 21 icu 144 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7581 21 icu 145 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7582 21 icu 146 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7583 21 icu 147 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7584 21 icu 148 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7585 21 icu 149 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7586 21 icu 150 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7587 21 icu 151 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7588 21 icu 152 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7589 21 icu 153 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7590 21 icu 154 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7591 21 icu 155 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7592 21 icu 156 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7593 22 icu 105 4.218024e-01 0.000000e+00 8.646762e+02 1
+## 7594 22 icu 106 3.414866e-01 0.000000e+00 7.000323e+02 1
+## 7595 22 icu 107 2.855634e-01 0.000000e+00 5.853923e+02 1
+## 7596 22 icu 108 2.450098e-01 0.000000e+00 5.022593e+02 1
+## 7597 22 icu 109 2.156995e-01 0.000000e+00 4.421745e+02 1
+## 7598 22 icu 110 1.949348e-01 0.000000e+00 3.996076e+02 1
+## 7599 22 icu 111 1.809444e-01 0.000000e+00 3.709280e+02 1
+## 7600 22 icu 112 1.726238e-01 0.000000e+00 3.538711e+02 1
+## 7601 22 icu 113 1.693846e-01 0.000000e+00 3.472308e+02 1
+## 7602 22 icu 114 1.710846e-01 0.000000e+00 3.507159e+02 1
+## 7603 22 icu 115 1.780239e-01 0.000000e+00 3.649411e+02 1
+## 7604 22 icu 116 1.910080e-01 0.000000e+00 3.915578e+02 1
+## 7605 22 icu 117 2.114955e-01 0.000000e+00 4.335564e+02 1
+## 7606 22 icu 118 2.418667e-01 0.000000e+00 4.958160e+02 1
+## 7607 22 icu 119 2.858767e-01 0.000000e+00 5.860346e+02 1
+## 7608 22 icu 120 3.494193e-01 0.000000e+00 7.162941e+02 1
+## 7609 22 icu 121 4.417972e-01 0.000000e+00 9.056647e+02 1
+## 7610 22 icu 122 5.778484e-01 0.000000e+00 1.184563e+03 1
+## 7611 22 icu 123 7.815167e-01 0.000000e+00 1.602074e+03 1
+## 7612 22 icu 124 1.091827e+00 0.000000e+00 2.238197e+03 1
+## 7613 22 icu 125 1.572721e+00 0.000000e+00 3.224008e+03 1
+## 7614 22 icu 126 2.328599e+00 0.000000e+00 4.773524e+03 1
+## 7615 22 icu 127 3.526750e+00 0.000000e+00 7.229680e+03 1
+## 7616 22 icu 128 5.423204e+00 0.000000e+00 1.111733e+04 1
+## 7617 22 icu 129 8.373522e+00 0.000000e+00 1.716535e+04 1
+## 7618 22 icu 130 1.277709e+01 0.000000e+00 2.619246e+04 1
+## 7619 22 icu 131 1.886682e+01 0.000000e+00 3.867614e+04 1
+## 7620 22 icu 132 2.630595e+01 0.000000e+00 5.392604e+04 1
+## 7621 22 icu 133 3.382769e+01 0.000000e+00 6.934526e+04 1
+## 7622 22 icu 134 3.946967e+01 0.000000e+00 8.091106e+04 1
+## 7623 22 icu 135 4.159518e+01 0.000000e+00 8.526827e+04 1
+## 7624 22 icu 136 3.988150e+01 0.000000e+00 8.175529e+04 1
+## 7625 22 icu 137 3.532713e+01 0.000000e+00 7.241904e+04 1
+## 7626 22 icu 138 2.944950e+01 0.000000e+00 6.037016e+04 1
+## 7627 22 icu 139 2.351931e+01 0.000000e+00 4.821353e+04 1
+## 7628 22 icu 140 1.827026e+01 0.000000e+00 3.745322e+04 1
+## 7629 22 icu 141 1.397121e+01 0.000000e+00 2.864036e+04 1
+## 7630 22 icu 142 1.061138e+01 0.000000e+00 2.175286e+04 1
+## 7631 22 icu 143 8.056559e+00 0.000000e+00 1.651559e+04 1
+## 7632 22 icu 144 6.142052e+00 0.000000e+00 1.259093e+04 1
+## 7633 22 icu 145 4.716021e+00 0.000000e+00 9.667632e+03 1
+## 7634 22 icu 146 3.654106e+00 0.000000e+00 7.490755e+03 1
+## 7635 22 icu 147 2.860446e+00 0.000000e+00 5.863788e+03 1
+## 7636 22 icu 148 2.263560e+00 0.000000e+00 4.640198e+03 1
+## 7637 22 icu 149 1.811102e+00 0.000000e+00 3.712679e+03 1
+## 7638 22 icu 150 1.465077e+00 0.000000e+00 3.003342e+03 1
+## 7639 22 icu 151 1.197985e+00 0.000000e+00 2.455817e+03 1
+## 7640 22 icu 152 9.899031e-01 0.000000e+00 2.029257e+03 1
+## 7641 22 icu 153 8.263374e-01 0.000000e+00 1.693955e+03 1
+## 7642 22 icu 154 6.966850e-01 0.000000e+00 1.428173e+03 1
+## 7643 22 icu 155 5.931325e-01 0.000000e+00 1.215895e+03 1
+## 7644 22 icu 156 5.098751e-01 0.000000e+00 1.045221e+03 1
+## 7645 23 icu 105 3.938400e-01 0.000000e+00 8.390157e+02 1
+## 7646 23 icu 106 3.156673e-01 0.000000e+00 6.724809e+02 1
+## 7647 23 icu 107 2.614173e-01 0.000000e+00 5.569096e+02 1
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+## 7749 25 icu 105 2.007434e+00 0.000000e+00 4.270654e+03 1
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+## 7753 25 icu 109 9.783373e-01 0.000000e+00 2.081333e+03 1
+## 7754 25 icu 110 8.748210e-01 0.000000e+00 1.861111e+03 1
+## 7755 25 icu 111 8.038962e-01 0.000000e+00 1.710224e+03 1
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+## 7786 25 icu 142 6.189746e+01 0.000000e+00 1.316818e+05 1
+## 7787 25 icu 143 4.706222e+01 0.000000e+00 1.001211e+05 1
+## 7788 25 icu 144 3.571313e+01 0.000000e+00 7.597679e+04 1
+## 7789 25 icu 145 2.716853e+01 0.000000e+00 5.779886e+04 1
+## 7790 25 icu 146 2.078706e+01 0.000000e+00 4.422279e+04 1
+## 7791 25 icu 147 1.603211e+01 0.000000e+00 3.410702e+04 1
+## 7792 25 icu 148 1.248255e+01 0.000000e+00 2.655561e+04 1
+## 7793 25 icu 149 9.820063e+00 0.000000e+00 2.089139e+04 1
+## 7794 25 icu 150 7.809334e+00 0.000000e+00 1.661373e+04 1
+## 7795 25 icu 151 6.278556e+00 0.000000e+00 1.335712e+04 1
+## 7796 25 icu 152 5.103009e+00 0.000000e+00 1.085624e+04 1
+## 7797 25 icu 153 4.192248e+00 0.000000e+00 8.918668e+03 1
+## 7798 25 icu 154 3.480525e+00 0.000000e+00 7.404536e+03 1
+## 7799 25 icu 155 2.919816e+00 0.000000e+00 6.211671e+03 1
+## 7800 25 icu 156 2.474805e+00 0.000000e+00 5.264948e+03 1
+
+# summari outcomes annually
+RSV_mat_vhr_sum <- summarise_outcomes(RSV_mat_vhr)
+RSV_mat_s_sum <- summarise_outcomes(RSV_mat_s)
+
+get_averted_df(RSV_mat_vhr_sum, RSV_mat_s_sum)
## # A tibble: 150 × 7
+## # Groups: s, outcome [6]
+## s outcome age_group cases_total case_total_base total_case_averted
+## <int> <fct> <fct> <dbl> <dbl> <dbl>
+## 1 1 A+E visits <1 month 3905. 6044. 2139.
+## 2 1 A+E visits 1 month 4370. 6111. 1742.
+## 3 1 A+E visits 2 month 4836. 6115. 1279.
+## 4 1 A+E visits 3 month 5322. 6167. 846.
+## 5 1 A+E visits 4 month 5701. 6208. 507.
+## 6 1 A+E visits 5 month 5966. 6240. 274.
+## 7 1 A+E visits 6 month 5860. 5979. 120.
+## 8 1 A+E visits 7 month 5959. 5990. 31.4
+## 9 1 A+E visits 8 month 6018. 5988. -29.4
+## 10 1 A+E visits 9 month 6055. 5977. -77.2
+## # ℹ 140 more rows
+## # ℹ 1 more variable: prop_cases_averted <dbl>
+# Load the package (or library(rsvie))
+devtools::load_all()
## ℹ Loading rsvie
## Creating a new generic function for 'run' in package 'rsvie'
+
+# This defines an RSVProgramme class
+RSVempty <- make_rsv_programme(1)
+
+# To see what is in these slots
+RSVempty %>% str
## Formal class 'RSVProgramme' [package "rsvie"] with 25 slots
+## ..@ econ_name : chr(0)
+## ..@ prog_name : chr(0)
+## ..@ model :Reference class 'Rcpp_RunInterventions' [package ".GlobalEnv"] with 20 fields
+## .. ..$ cnt_matrix_c : num [1:25, 1:25] 0.000683 0.000683 0.000683 0.000683 0.000683 ...
+## .. ..$ cnt_matrix_c_h: num [1:25, 1:25] 0.000683 0.000683 0.000683 0.000683 0.000683 ...
+## .. ..$ cnt_matrix_p : num [1:25, 1:25] 0 0 0 0 0 0 0 0 0 0 ...
+## .. ..$ cnt_matrix_p_h: num [1:25, 1:25] 0 0 0 0 0 0 0 0 0 0 ...
+## .. ..$ nwn_c : num [1:25, 1:25] 0.000683 0.000683 0.000683 0.000683 0.000683 ...
+## .. ..$ nwn_p : num [1:25, 1:25] 0 0 0 0 0 0 0 0 0 0 ...
+## .. ..$ nwp_c : num [1:25, 1:25] 0 0 0 0 0 0 0 0 0 0 ...
+## .. ..$ nwp_p : num [1:25, 1:25] 0 0 0 0 0 0 0 0 0 0 ...
+## .. ..$ pHR : num [1:25] 0 0 0 0 0 0 0 0 0 0 ...
+## .. ..$ pLR : num [1:25] 0.961 0.99 0.99 0.998 0.998 ...
+## .. ..$ pVHR : num [1:25] 0.03855 0.00992 0.00992 0.00207 0.00207 ...
+## .. ..$ p_mat : num [1:25] 0 0 0 0 0 0 0 0 0 0 ...
+## .. ..$ pwn_c : num [1:25, 1:25] 0 0 0 0 0 0 0 0 0 0 ...
+## .. ..$ pwn_p : num [1:25, 1:25] 0 0 0 0 0 0 0 0 0 0 ...
+## .. ..$ pwp_c : num [1:25, 1:25] 0 0 0 0 0 0 0 0 0 0 ...
+## .. ..$ pwp_p : num [1:25, 1:25] 0 0 0 0 0 0 0 0 0 0 ...
+## .. ..$ run_burn : num 730
+## .. ..$ run_full : num 3650
+## .. ..$ run_start : num 0
+## .. ..$ u_p : num [1:3] 0.175 0.601 0.223
+## .. ..and 18 methods, of which 4 are possibly relevant:
+## .. .. finalize, initialize, Sample, StatesValues
+## ..@ uk_data :List of 28
+## .. ..$ ageGroupBoundary : num [1:25] 0 0.0833 0.1667 0.25 0.3333 ...
+## .. ..$ ageGroupNumber : int 25
+## .. ..$ numberDailyLiveBirths: num 1861
+## .. ..$ population : num 55744600
+## .. ..$ contactMatrixPhy : num [1:25, 1:25] 0.000683 0.000683 0.000683 0.000683 0.000683 ...
+## .. ..$ contactMatrixCon : num [1:25, 1:25] 0 0 0 0 0 0 0 0 0 0 ...
+## .. ..$ observationalData :'data.frame': 364 obs. of 26 variables:
+## .. .. ..$ X : int [1:364] 1 2 3 4 5 6 7 8 9 10 ...
+## .. .. ..$ X1 : num [1:364] 1.761 0.945 3.924 3.346 3.742 ...
+## .. .. ..$ X2 : num [1:364] 3.357 4.727 0.355 0.855 4.409 ...
+## .. .. ..$ X3 : num [1:364] 3.67 3.49 2.05 3.56 4.67 ...
+## .. .. ..$ X4 : num [1:364] 2.86 2.9 1.49 2.46 1.1 ...
+## .. .. ..$ X5 : num [1:364] 4.366 0.805 1.663 4.389 1.836 ...
+## .. .. ..$ X6 : num [1:364] 4.148 1.27 0.543 3.424 4.724 ...
+## .. .. ..$ X7 : num [1:364] 0.151 2.705 4.833 3.268 4.416 ...
+## .. .. ..$ X8 : num [1:364] 1.192 4.355 0.358 4.548 1.498 ...
+## .. .. ..$ X9 : num [1:364] 1.7 0.361 2.516 2.387 4.546 ...
+## .. .. ..$ X10: num [1:364] 0.843 2.4 2.165 4.845 3.693 ...
+## .. .. ..$ X11: num [1:364] 1.996 0.223 4.335 4.939 2.841 ...
+## .. .. ..$ X12: num [1:364] 3.742 0.884 1.334 4.946 1.599 ...
+## .. .. ..$ X13: num [1:364] 4.99 5.19 5.72 3.71 1.12 ...
+## .. .. ..$ X14: num [1:364] 5.36 2.47 2.12 1.38 4.73 ...
+## .. .. ..$ X15: num [1:364] 1.1 4.75 3.07 2.13 1.76 ...
+## .. .. ..$ X16: num [1:364] 1.836 3.633 0.842 0.174 3.357 ...
+## .. .. ..$ X17: num [1:364] 4.724 3.946 1.951 0.264 3.665 ...
+## .. .. ..$ X18: num [1:364] 4.416 0.253 1.724 2.002 2.86 ...
+## .. .. ..$ X19: num [1:364] 1.5 4.32 1.37 3.37 4.37 ...
+## .. .. ..$ X20: num [1:364] 4.546 1.869 0.811 0.213 4.148 ...
+## .. .. ..$ X21: num [1:364] 3.026 3.368 3.31 4.883 0.151 ...
+## .. .. ..$ X22: num [1:364] 2.841 1.55 3.078 0.833 0.577 ...
+## .. .. ..$ X23: num [1:364] 1.6 3.43 2.15 3.81 1.7 ...
+## .. .. ..$ X24: num [1:364] 0.463 3.595 3.261 2.438 0.843 ...
+## .. .. ..$ X25: num [1:364] 4.728 0.406 3.633 1.825 1.996 ...
+## .. ..$ populationAgeGroup : num [1:25] 56605 56605 56605 56605 56605 ...
+## .. ..$ prop_mat : num [1:25] 0 0 0 0 0 0 0 0 0 0 ...
+## .. ..$ pVHR : num [1:25] 0.03855 0.00992 0.00992 0.00207 0.00207 ...
+## .. ..$ pHR : num [1:25] 0 0 0 0 0 0 0 0 0 0 ...
+## .. ..$ pLR : num [1:25] 0.961 0.99 0.99 0.998 0.998 ...
+## .. ..$ nmat : num [1:25] 0 0 0 0 0 0 0 0 0 0 ...
+## .. ..$ nVHR : num [1:25] 2182 561 561 117 117 ...
+## .. ..$ nHR : num [1:25] 0 0 0 0 0 0 0 0 0 0 ...
+## .. ..$ nLR : num [1:25] 54424 56044 56044 56488 56488 ...
+## .. ..$ cnt_matrix_p : num [1:25, 1:25] 0 0 0 0 0 0 0 0 0 0 ...
+## .. ..$ cnt_matrix_p_h : num [1:25, 1:25] 0 0 0 0 0 0 0 0 0 0 ...
+## .. ..$ pwp_p : num [1:25, 1:25] 0 0 0 0 0 0 0 0 0 0 ...
+## .. ..$ pwn_p : num [1:25, 1:25] 0 0 0 0 0 0 0 0 0 0 ...
+## .. ..$ nwp_p : num [1:25, 1:25] 0 0 0 0 0 0 0 0 0 0 ...
+## .. ..$ nwn_p : num [1:25, 1:25] 0 0 0 0 0 0 0 0 0 0 ...
+## .. ..$ cnt_matrix_c : num [1:25, 1:25] 0.000683 0.000683 0.000683 0.000683 0.000683 ...
+## .. ..$ cnt_matrix_c_h : num [1:25, 1:25] 0.000683 0.000683 0.000683 0.000683 0.000683 ...
+## .. ..$ pwp_c : num [1:25, 1:25] 0 0 0 0 0 0 0 0 0 0 ...
+## .. ..$ pwn_c : num [1:25, 1:25] 0 0 0 0 0 0 0 0 0 0 ...
+## .. ..$ nwp_c : num [1:25, 1:25] 0 0 0 0 0 0 0 0 0 0 ...
+## .. ..$ nwn_c : num [1:25, 1:25] 0.000683 0.000683 0.000683 0.000683 0.000683 ...
+## ..@ model_par :List of 2
+## .. ..$ burnin_yrs: num 2
+## .. ..$ run_yrs : num 10
+## ..@ econ_par :List of 2
+## .. ..$ time_horizon : num 10
+## .. ..$ discount_rate: num 0.035
+## ..@ model_calendar : list()
+## ..@ dose_calendar : list()
+## ..@ immune_profile : list()
+## ..@ econ_df :'data.frame': 0 obs. of 0 variables
+## Formal class 'data.frame' [package "methods"] with 4 slots
+## .. .. ..@ .Data : list()
+## .. .. ..@ names : chr(0)
+## .. .. ..@ row.names: int(0)
+## .. .. ..@ .S3Class : chr "data.frame"
+## ..@ risks_df :'data.frame': 0 obs. of 0 variables
+## Formal class 'data.frame' [package "methods"] with 4 slots
+## .. .. ..@ .Data : list()
+## .. .. ..@ names : chr(0)
+## .. .. ..@ row.names: int(0)
+## .. .. ..@ .S3Class : chr "data.frame"
+## ..@ risks_vhr_df :'data.frame': 0 obs. of 0 variables
+## Formal class 'data.frame' [package "methods"] with 4 slots
+## .. .. ..@ .Data : list()
+## .. .. ..@ names : chr(0)
+## .. .. ..@ row.names: int(0)
+## .. .. ..@ .S3Class : chr "data.frame"
+## ..@ outcomes_vec : logi(0)
+## ..@ post :'data.frame': 1249 obs. of 25 variables:
+## .. ..$ xi : num [1:1249] 124 123 123 121 117 ...
+## .. ..$ si : num [1:1249] 4.2 4.28 4.29 4.41 4.34 ...
+## .. ..$ g0 : num [1:1249] 5.62 5.48 5.38 5.34 5.47 ...
+## .. ..$ g1 : num [1:1249] 0.896 0.895 0.906 0.911 0.893 ...
+## .. ..$ g2 : num [1:1249] 0.91 0.916 0.925 0.904 0.921 ...
+## .. ..$ om : num [1:1249] 353 354 352 351 356 ...
+## .. ..$ pA1 : num [1:1249] 0.1745 0.1307 0.1138 0.0881 0.0624 ...
+## .. ..$ pA2 : num [1:1249] 0.183 0.169 0.175 0.145 0.167 ...
+## .. ..$ pA3 : num [1:1249] 0.519 0.524 0.537 0.549 0.537 ...
+## .. ..$ pA4 : num [1:1249] 0.651 0.653 0.668 0.659 0.655 ...
+## .. ..$ alpha_i: num [1:1249] 0.487 0.491 0.506 0.505 0.477 ...
+## .. ..$ d1 : num [1:1249] 0.882 0.89 0.899 0.899 0.882 ...
+## .. ..$ d2 : num [1:1249] 0.622 0.622 0.636 0.648 0.635 ...
+## .. ..$ d3 : num [1:1249] 0.438 0.439 0.428 0.435 0.446 ...
+## .. ..$ phi : num [1:1249] 0.622 0.622 0.623 0.625 0.622 ...
+## .. ..$ qp : num [1:1249] 0.097 0.0979 0.0975 0.0974 0.0977 ...
+## .. ..$ qc : num [1:1249] 0.999 1 0.999 0.999 1 ...
+## .. ..$ b1 : num [1:1249] 2 2 2 2 2 ...
+## .. ..$ psi : num [1:1249] 0.259 0.258 0.257 0.255 0.26 ...
+## .. ..$ c5ep1 : num [1:1249] -4.6 -4.6 -4.61 -4.61 -4.62 ...
+## .. ..$ c5ep2 : num [1:1249] -0.233 -0.233 -0.234 -0.233 -0.23 ...
+## .. ..$ ep5 : num [1:1249] 3.05e-05 3.04e-05 3.07e-05 2.87e-05 3.06e-05 ...
+## .. ..$ ep6 : num [1:1249] 0.000147 0.000146 0.000144 0.000142 0.000144 ...
+## .. ..$ l1 : num [1:1249] 0.316 0.332 0.331 0.318 0.318 ...
+## .. ..$ l2 : num [1:1249] 0.376 0.374 0.375 0.376 0.425 ...
+## ..@ seeds : num [1:999] 1083 169 144 183 483 ...
+## ..@ S : num 1
+## ..@ raw_inci : list()
+## ..@ wane_func_string : chr(0)
+## ..@ wane_func_string_vhr: chr(0)
+## ..@ outcomes : list()
+## ..@ samples_outcomes : list()
+## ..@ samples_outcomes_VHR: list()
+## ..@ efficacies : logi(0)
+## ..@ cov_mat : num(0)
+## ..@ full_output : logi FALSE
Let’s have a more detailed look at what’s in these slots. I wouldn’t recommend changing them, but future package iterations should allow for more flexibility.
+
+RSVempty@prog_name # Name of the programme considered (currently empty)
## character(0)
+
+RSVempty@econ_name # Name of the economics considered (currently empty)
## character(0)
+
+RSVempty@uk_data # UK-specific parameters which are used to define the model (RSVempty@model is copied from this)
## $ageGroupBoundary
+## [1] 0.00000000 0.08333333 0.16666667 0.25000000 0.33333333 0.41666667
+## [7] 0.50000000 0.58333333 0.66666667 0.75000000 0.83333333 0.91666667
+## [13] 1.00000000 2.00000000 3.00000000 4.00000000 5.00000000 10.00000000
+## [19] 15.00000000 25.00000000 35.00000000 45.00000000 55.00000000 65.00000000
+## [25] 75.00000000
+##
+## $ageGroupNumber
+## [1] 25
+##
+## $numberDailyLiveBirths
+## [1] 1861
+##
+## $population
+## [1] 55744600
+##
+## $contactMatrixPhy
+## [,1] [,2] [,3] [,4] [,5]
+## [1,] 0.0006830601 0.0006830601 0.0006830601 0.0006830601 0.0006830601
+## [2,] 0.0006830601 0.0006830601 0.0006830601 0.0006830601 0.0006830601
+## [3,] 0.0006830601 0.0006830601 0.0006830601 0.0006830601 0.0006830601
+## [4,] 0.0006830601 0.0006830601 0.0006830601 0.0006830601 0.0006830601
+## [5,] 0.0006830601 0.0006830601 0.0006830601 0.0006830601 0.0006830601
+## [6,] 0.0006830601 0.0006830601 0.0006830601 0.0006830601 0.0006830601
+## [7,] 0.0006830601 0.0006830601 0.0006830601 0.0006830601 0.0006830601
+## [8,] 0.0006830601 0.0006830601 0.0006830601 0.0006830601 0.0006830601
+## [9,] 0.0006830601 0.0006830601 0.0006830601 0.0006830601 0.0006830601
+## [10,] 0.0006830601 0.0006830601 0.0006830601 0.0006830601 0.0006830601
+## [11,] 0.0006830601 0.0006830601 0.0006830601 0.0006830601 0.0006830601
+## [12,] 0.0006830601 0.0006830601 0.0006830601 0.0006830601 0.0006830601
+## [13,] 0.0451898188 0.0451898188 0.0451898188 0.0451898188 0.0451898188
+## [14,] 0.0328947368 0.0328947368 0.0328947368 0.0328947368 0.0328947368
+## [15,] 0.0328947368 0.0328947368 0.0328947368 0.0328947368 0.0328947368
+## [16,] 0.0328947368 0.0328947368 0.0328947368 0.0328947368 0.0328947368
+## [17,] 0.0255102041 0.0255102041 0.0255102041 0.0255102041 0.0255102041
+## [18,] 0.0265957447 0.0265957447 0.0265957447 0.0265957447 0.0265957447
+## [19,] 0.0641025641 0.0641025641 0.0641025641 0.0641025641 0.0641025641
+## [20,] 0.2777818076 0.2777818076 0.2777818076 0.2777818076 0.2777818076
+## [21,] 0.1628285194 0.1628285194 0.1628285194 0.1628285194 0.1628285194
+## [22,] 0.1785714286 0.1785714286 0.1785714286 0.1785714286 0.1785714286
+## [23,] 0.0040983607 0.0040983607 0.0040983607 0.0040983607 0.0040983607
+## [24,] 0.0061475410 0.0061475410 0.0061475410 0.0061475410 0.0061475410
+## [25,] 0.0061475410 0.0061475410 0.0061475410 0.0061475410 0.0061475410
+## [,6] [,7] [,8] [,9] [,10]
+## [1,] 0.0006830601 0.0006830601 0.0006830601 0.0006830601 0.0006830601
+## [2,] 0.0006830601 0.0006830601 0.0006830601 0.0006830601 0.0006830601
+## [3,] 0.0006830601 0.0006830601 0.0006830601 0.0006830601 0.0006830601
+## [4,] 0.0006830601 0.0006830601 0.0006830601 0.0006830601 0.0006830601
+## [5,] 0.0006830601 0.0006830601 0.0006830601 0.0006830601 0.0006830601
+## [6,] 0.0006830601 0.0006830601 0.0006830601 0.0006830601 0.0006830601
+## [7,] 0.0006830601 0.0006830601 0.0006830601 0.0006830601 0.0006830601
+## [8,] 0.0006830601 0.0006830601 0.0006830601 0.0006830601 0.0006830601
+## [9,] 0.0006830601 0.0006830601 0.0006830601 0.0006830601 0.0006830601
+## [10,] 0.0006830601 0.0006830601 0.0006830601 0.0006830601 0.0006830601
+## [11,] 0.0006830601 0.0006830601 0.0006830601 0.0006830601 0.0006830601
+## [12,] 0.0006830601 0.0006830601 0.0006830601 0.0006830601 0.0006830601
+## [13,] 0.0451898188 0.0451898188 0.0451898188 0.0451898188 0.0451898188
+## [14,] 0.0328947368 0.0328947368 0.0328947368 0.0328947368 0.0328947368
+## [15,] 0.0328947368 0.0328947368 0.0328947368 0.0328947368 0.0328947368
+## [16,] 0.0328947368 0.0328947368 0.0328947368 0.0328947368 0.0328947368
+## [17,] 0.0255102041 0.0255102041 0.0255102041 0.0255102041 0.0255102041
+## [18,] 0.0265957447 0.0265957447 0.0265957447 0.0265957447 0.0265957447
+## [19,] 0.0641025641 0.0641025641 0.0641025641 0.0641025641 0.0641025641
+## [20,] 0.2777818076 0.2777818076 0.2777818076 0.2777818076 0.2777818076
+## [21,] 0.1628285194 0.1628285194 0.1628285194 0.1628285194 0.1628285194
+## [22,] 0.1785714286 0.1785714286 0.1785714286 0.1785714286 0.1785714286
+## [23,] 0.0040983607 0.0040983607 0.0040983607 0.0040983607 0.0040983607
+## [24,] 0.0061475410 0.0061475410 0.0061475410 0.0061475410 0.0061475410
+## [25,] 0.0061475410 0.0061475410 0.0061475410 0.0061475410 0.0061475410
+## [,11] [,12] [,13] [,14] [,15] [,16]
+## [1,] 0.0006830601 0.0006830601 0.003765818 0.002741228 0.002741228 0.002741228
+## [2,] 0.0006830601 0.0006830601 0.003765818 0.002741228 0.002741228 0.002741228
+## [3,] 0.0006830601 0.0006830601 0.003765818 0.002741228 0.002741228 0.002741228
+## [4,] 0.0006830601 0.0006830601 0.003765818 0.002741228 0.002741228 0.002741228
+## [5,] 0.0006830601 0.0006830601 0.003765818 0.002741228 0.002741228 0.002741228
+## [6,] 0.0006830601 0.0006830601 0.003765818 0.002741228 0.002741228 0.002741228
+## [7,] 0.0006830601 0.0006830601 0.003765818 0.002741228 0.002741228 0.002741228
+## [8,] 0.0006830601 0.0006830601 0.003765818 0.002741228 0.002741228 0.002741228
+## [9,] 0.0006830601 0.0006830601 0.003765818 0.002741228 0.002741228 0.002741228
+## [10,] 0.0006830601 0.0006830601 0.003765818 0.002741228 0.002741228 0.002741228
+## [11,] 0.0006830601 0.0006830601 0.003765818 0.002741228 0.002741228 0.002741228
+## [12,] 0.0006830601 0.0006830601 0.003765818 0.002741228 0.002741228 0.002741228
+## [13,] 0.0451898188 0.0451898188 0.243421053 0.243421053 0.243421053 0.243421053
+## [14,] 0.0328947368 0.0328947368 0.243421053 0.243421053 0.243421053 0.243421053
+## [15,] 0.0328947368 0.0328947368 0.243421053 0.243421053 0.243421053 0.243421053
+## [16,] 0.0328947368 0.0328947368 0.243421053 0.243421053 0.243421053 0.243421053
+## [17,] 0.0255102041 0.0255102041 0.544777121 0.544777121 0.544777121 0.544777121
+## [18,] 0.0265957447 0.0265957447 0.211366181 0.211366181 0.211366181 0.211366181
+## [19,] 0.0641025641 0.0641025641 0.351045884 0.351045884 0.351045884 0.351045884
+## [20,] 0.2777818076 0.2777818076 0.856951560 0.856951560 0.856951560 0.856951560
+## [21,] 0.1628285194 0.1628285194 0.669172932 0.669172932 0.669172932 0.669172932
+## [22,] 0.1785714286 0.1785714286 0.363956767 0.363956767 0.363956767 0.363956767
+## [23,] 0.0040983607 0.0040983607 0.107456140 0.107456140 0.107456140 0.107456140
+## [24,] 0.0061475410 0.0061475410 0.109311741 0.109311741 0.109311741 0.109311741
+## [25,] 0.0061475410 0.0061475410 0.123567464 0.123567464 0.123567464 0.123567464
+## [,17] [,18] [,19] [,20] [,21] [,22]
+## [1,] 0.0004251701 0.0004432624 0.000534188 0.002314848 0.001356904 0.001488095
+## [2,] 0.0004251701 0.0004432624 0.000534188 0.002314848 0.001356904 0.001488095
+## [3,] 0.0004251701 0.0004432624 0.000534188 0.002314848 0.001356904 0.001488095
+## [4,] 0.0004251701 0.0004432624 0.000534188 0.002314848 0.001356904 0.001488095
+## [5,] 0.0004251701 0.0004432624 0.000534188 0.002314848 0.001356904 0.001488095
+## [6,] 0.0004251701 0.0004432624 0.000534188 0.002314848 0.001356904 0.001488095
+## [7,] 0.0004251701 0.0004432624 0.000534188 0.002314848 0.001356904 0.001488095
+## [8,] 0.0004251701 0.0004432624 0.000534188 0.002314848 0.001356904 0.001488095
+## [9,] 0.0004251701 0.0004432624 0.000534188 0.002314848 0.001356904 0.001488095
+## [10,] 0.0004251701 0.0004432624 0.000534188 0.002314848 0.001356904 0.001488095
+## [11,] 0.0004251701 0.0004432624 0.000534188 0.002314848 0.001356904 0.001488095
+## [12,] 0.0004251701 0.0004432624 0.000534188 0.002314848 0.001356904 0.001488095
+## [13,] 0.1089554243 0.0422732363 0.035104588 0.085695156 0.066917293 0.036395677
+## [14,] 0.1089554243 0.0422732363 0.035104588 0.085695156 0.066917293 0.036395677
+## [15,] 0.1089554243 0.0422732363 0.035104588 0.085695156 0.066917293 0.036395677
+## [16,] 0.1089554243 0.0422732363 0.035104588 0.085695156 0.066917293 0.036395677
+## [17,] 3.2142857143 0.4674337820 0.185635793 0.441981217 0.547902494 0.105867347
+## [18,] 0.4674337820 2.5851063830 0.276868522 0.164728865 0.494596420 0.148556231
+## [19,] 0.3712715856 0.5537370431 1.794871795 0.244781030 0.411782662 0.441620879
+## [20,] 0.8839624345 0.3294577292 0.244781030 0.637168142 0.212108442 0.213614096
+## [21,] 1.0958049887 0.9891928403 0.411782662 0.212108442 0.626984127 0.203869048
+## [22,] 0.2117346939 0.2971124620 0.441620879 0.213614096 0.203869048 0.446428571
+## [23,] 0.1313999284 0.1161814110 0.083164642 0.158593386 0.124477861 0.181156015
+## [24,] 0.0755494505 0.1479132570 0.094551282 0.033270933 0.149420024 0.086023352
+## [25,] 0.0841028842 0.1678712687 0.107381432 0.037547649 0.165101319 0.093151213
+## [,23] [,24] [,25]
+## [1,] 3.415301e-05 5.122951e-05 4.461492e-05
+## [2,] 3.415301e-05 5.122951e-05 4.461492e-05
+## [3,] 3.415301e-05 5.122951e-05 4.461492e-05
+## [4,] 3.415301e-05 5.122951e-05 4.461492e-05
+## [5,] 3.415301e-05 5.122951e-05 4.461492e-05
+## [6,] 3.415301e-05 5.122951e-05 4.461492e-05
+## [7,] 3.415301e-05 5.122951e-05 4.461492e-05
+## [8,] 3.415301e-05 5.122951e-05 4.461492e-05
+## [9,] 3.415301e-05 5.122951e-05 4.461492e-05
+## [10,] 3.415301e-05 5.122951e-05 4.461492e-05
+## [11,] 3.415301e-05 5.122951e-05 4.461492e-05
+## [12,] 3.415301e-05 5.122951e-05 4.461492e-05
+## [13,] 1.074561e-02 1.093117e-02 1.076128e-02
+## [14,] 1.074561e-02 1.093117e-02 1.076128e-02
+## [15,] 1.074561e-02 1.093117e-02 1.076128e-02
+## [16,] 1.074561e-02 1.093117e-02 1.076128e-02
+## [17,] 6.569996e-02 3.777473e-02 3.662190e-02
+## [18,] 5.809071e-02 7.395663e-02 7.309814e-02
+## [19,] 8.316464e-02 9.455128e-02 9.351669e-02
+## [20,] 1.585934e-01 3.327093e-02 3.269962e-02
+## [21,] 1.244779e-01 1.494200e-01 1.437840e-01
+## [22,] 1.811560e-01 8.602335e-02 8.112383e-02
+## [23,] 3.508772e-01 9.058704e-02 8.633978e-02
+## [24,] 9.058704e-02 2.788462e-01 2.608443e-01
+## [25,] 9.914048e-02 2.995170e-01 2.788462e-01
+##
+## $contactMatrixCon
+## [,1] [,2] [,3] [,4] [,5] [,6]
+## [1,] 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
+## [2,] 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
+## [3,] 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
+## [4,] 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
+## [5,] 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
+## [6,] 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
+## [7,] 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
+## [8,] 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
+## [9,] 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
+## [10,] 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
+## [11,] 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
+## [12,] 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
+## [13,] 0.18442623 0.18442623 0.18442623 0.18442623 0.18442623 0.18442623
+## [14,] 0.01946721 0.01946721 0.01946721 0.01946721 0.01946721 0.01946721
+## [15,] 0.01946721 0.01946721 0.01946721 0.01946721 0.01946721 0.01946721
+## [16,] 0.01946721 0.01946721 0.01946721 0.01946721 0.01946721 0.01946721
+## [17,] 0.01946721 0.01946721 0.01946721 0.01946721 0.01946721 0.01946721
+## [18,] 0.01229508 0.01229508 0.01229508 0.01229508 0.01229508 0.01229508
+## [19,] 0.11475410 0.11475410 0.11475410 0.11475410 0.11475410 0.11475410
+## [20,] 0.49590164 0.49590164 0.49590164 0.49590164 0.49590164 0.49590164
+## [21,] 0.27459016 0.27459016 0.27459016 0.27459016 0.27459016 0.27459016
+## [22,] 0.06147541 0.06147541 0.06147541 0.06147541 0.06147541 0.06147541
+## [23,] 0.04098361 0.04098361 0.04098361 0.04098361 0.04098361 0.04098361
+## [24,] 0.01024590 0.01024590 0.01024590 0.01024590 0.01024590 0.01024590
+## [25,] 0.01024590 0.01024590 0.01024590 0.01024590 0.01024590 0.01024590
+## [,7] [,8] [,9] [,10] [,11] [,12]
+## [1,] 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
+## [2,] 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
+## [3,] 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
+## [4,] 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
+## [5,] 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
+## [6,] 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
+## [7,] 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
+## [8,] 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
+## [9,] 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
+## [10,] 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
+## [11,] 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
+## [12,] 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
+## [13,] 0.18442623 0.18442623 0.18442623 0.18442623 0.18442623 0.18442623
+## [14,] 0.01946721 0.01946721 0.01946721 0.01946721 0.01946721 0.01946721
+## [15,] 0.01946721 0.01946721 0.01946721 0.01946721 0.01946721 0.01946721
+## [16,] 0.01946721 0.01946721 0.01946721 0.01946721 0.01946721 0.01946721
+## [17,] 0.01946721 0.01946721 0.01946721 0.01946721 0.01946721 0.01946721
+## [18,] 0.01229508 0.01229508 0.01229508 0.01229508 0.01229508 0.01229508
+## [19,] 0.11475410 0.11475410 0.11475410 0.11475410 0.11475410 0.11475410
+## [20,] 0.49590164 0.49590164 0.49590164 0.49590164 0.49590164 0.49590164
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+## [24,] 6.730769e-02 0.0629624177
+## [25,] 7.229720e-02 0.0673076923
+##
+## $observationalData
+## X X1 X2 X3 X4 X5 X6
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+## 2 2 0.9447857 4.7267590 3.4878712 2.8999128 0.8054212 1.2700635
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+## 148 148 1.8464124 1.7355746 2.4375282 1.8252824 3.3459019 1.7493667
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+## 150 150 4.3545127 0.3611580 5.4500716 1.0029995 0.8835201 3.8694380
+## 151 151 0.3580753 4.8437887 2.5149524 4.3352477 1.3344039 5.2961663
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+## 153 153 1.4978375 4.5463742 3.0261151 2.8406952 1.5986620 0.4627545
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+## 158 158 0.8054212 1.2700635 2.7053481 4.3545127 0.3611580 2.4003478
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+## 161 161 2.6982205 4.7237885 5.4794877 1.4978375 4.5463742 3.0261151
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+## 167 167 1.2174334 2.0536001 1.4943081 1.6633517 0.5426298 4.8327241
+## 168 168 0.8549568 3.5565815 2.4590972 4.3891830 3.4244218 3.2675842
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+## 177 177 12.9122525 27.9771764 22.8867596 9.6334330 12.2303757 8.7845767
+## 178 178 17.0555203 42.9069953 25.3459478 15.8019275 17.5992286 16.3886993
+## 179 179 36.8432054 51.6587228 31.1147507 23.1528112 24.8197249 18.4292505
+## 180 180 39.3273904 53.1901316 46.4254216 27.2930867 25.1586958 15.5651171
+## 181 181 47.8537013 53.8758153 59.0321881 24.3277334 25.2623139 11.3612528
+## 182 182 28.3680776 49.8013098 36.4016689 27.4596133 19.8591417 13.5651135
+## 183 183 28.3095412 55.9691378 38.3162306 28.8306045 17.6826121 23.1239304
+## 184 184 27.2963699 55.5796641 33.6430890 16.0746590 13.7134811 16.7859019
+## 185 185 18.2548774 33.0539154 14.4630616 7.6618524 8.4801328 12.3822509
+## 186 186 8.7398309 16.4173592 8.8698286 6.6619512 2.3845674 2.8035201
+## 187 187 10.8672069 9.6371881 8.2431134 7.4646226 5.4159931 5.1744039
+## 188 188 8.4399980 15.6832643 8.7687394 6.5492731 8.1809813 5.9056528
+## 189 189 7.0021108 3.3536601 9.8642932 4.7307564 6.0829312 2.5586620
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+## 194 194 4.6240507 1.7333325 1.2700635 3.5576688 4.3545127 1.3211580
+## 195 195 1.4943081 5.3749968 2.6697974 6.5373655 0.3580753 2.8216105
+## 196 196 3.3211661 5.3170942 3.4244218 4.9722256 4.5483290 2.3872365
+## 197 197 3.6907836 3.6919741 4.7237885 4.4159039 2.5785829 4.5463742
+## 198 198 3.9086993 5.4890000 5.0098942 0.2534443 5.3985470 1.8694302
+## 199 199 3.9313194 3.6254417 1.9512272 2.5765455 1.3710619 0.8110318
+## 200 200 2.1251171 0.1743519 0.2644305 2.0023340 3.3690348 0.2134613
+## 201 201 1.7612528 3.3566939 3.6651635 2.8602514 4.3658187 4.1478477
+## 202 202 0.9871825 5.6546703 3.4878712 2.8999128 0.8054212 1.2700635
+## 203 203 3.9239304 0.3553644 3.1171839 1.4943081 1.6633517 0.5426298
+## 204 204 3.3459019 0.8549568 3.5565815 2.4590972 5.4699283 5.3444218
+## 205 205 3.7422509 3.6671882 4.6651583 1.9568974 1.8361515 5.6837885
+## 206 206 0.8835201 3.8694380 2.4687938 4.7610200 3.6331775 3.9463104
+## 207 207 1.3344039 4.4017563 2.1240727 3.0692505 0.8417079 2.9112272
+## 208 208 4.9456528 1.7234665 1.3822983 2.1251171 1.2550972 0.2644305
+## 209 209 1.5986620 1.6439309 4.7281524 1.7612528 3.3566939 3.6651635
+## 210 210 4.5458123 4.7758108 0.4057256 0.1251135 4.7267590 3.4878712
+## 211 211 2.1543809 3.2609842 3.6329227 3.9239304 0.3553644 2.0536001
+## 212 212 1.7355746 4.7998812 1.8252824 3.3459019 0.8549568 3.5565815
+## 213 213 1.7000558 0.8432870 1.9956607 3.7422509 3.6671882 4.6651583
+## 214 214 0.3611580 3.5815243 0.2230767 0.8835201 3.8694380 2.4687938
+## 215 215 1.8616105 2.6795543 4.3352477 1.3344039 5.6906452 2.1240727
+## 216 216 2.3872365 4.8446318 4.9387453 4.9456528 1.7234665 1.3822983
+## 217 217 4.5463742 4.2072915 2.8406952 1.5986620 0.4627545 4.7281524
+## 218 218 1.8694302 4.5492541 1.5499234 3.4305707 3.5946344 3.3445011
+## 219 219 1.9262734 3.3095412 4.3739697 2.1543809 3.2609842 3.6329227
+## 220 220 0.2134613 4.8825768 0.8328989 1.7355746 2.4375282 1.8252824
+## 221 221 6.3783310 1.3326056 0.5770207 2.7359532 0.8432870 1.9956607
+## 222 222 1.2700635 3.8865246 4.3545127 0.3611580 2.4003478 0.2230767
+## 223 223 1.6578714 4.8327241 1.6538500 2.8975080 4.0761556 4.3352477
+## 224 224 6.7701467 7.9922901 7.1398783 3.4231339 4.8446318 4.9387453
+## 225 225 5.8390301 9.1406098 2.7936122 6.6181690 5.6038929 2.8406952
+## 226 226 9.5225185 8.5216796 8.2051256 2.9053276 3.3680776 4.4886990
+## 227 227 10.8731603 8.8112836 5.2583858 8.0623139 7.1762078 4.5475828
+## 228 228 10.3016052 23.2635105 18.9183306 10.5724356 10.0381324 5.2410621
+## 229 229 17.0480632 21.7590749 28.9855370 10.3632323 4.0180958 7.9239595
+## 230 230 25.7927039 40.6975598 30.6082381 15.7726276 13.0164592 11.7014514
+## 231 231 28.8193994 33.3860729 27.5788446 14.0092964 22.8771686 10.6437896
+## 232 232 40.3595555 60.3367442 38.0793238 14.8192936 22.6009176 11.8952678
+## 233 233 47.0443404 79.0622237 47.1882642 32.6930192 26.3270150 22.0692661
+## 234 234 41.5022511 61.7863464 56.7599380 18.4488745 24.7423331 21.9504547
+## 235 235 19.9679389 50.3163093 34.5318488 22.6691759 21.0575581 20.4731027
+## 236 236 22.5718894 32.8357053 22.2025209 15.8028920 12.3134451 13.6547491
+## 237 237 14.7653271 24.2036057 22.7933136 18.1677276 6.7269180 14.6515330
+## 238 238 13.7886252 8.3933488 13.7971816 14.8827430 11.9221350 8.1523600
+## 239 239 8.0938892 8.6486363 8.1300123 6.1971899 4.0720859 6.0715149
+## 240 240 2.9405240 9.2517842 4.7422807 7.7001713 3.7479861 4.3891830
+## 241 241 4.2261440 8.4669568 10.1460615 7.7728506 1.1045767 1.8361515
+## 242 242 2.4535599 9.1517554 10.3483113 3.5046913 9.0642549 3.6331775
+## 243 243 5.4504894 8.4214627 8.2890803 3.1599701 4.3581393 0.8417079
+## 244 244 7.1692285 9.6703587 3.0192411 3.4540932 2.1251171 3.1131274
+## 245 245 6.1864201 5.1421915 1.7585291 4.7281524 3.0501417 6.2954694
+## 246 246 1.5499234 4.6117471 3.5946344 1.4416230 2.7028913 4.7267590
+## 247 247 3.0781951 3.3355574 4.5567589 6.7406150 3.9239304 0.3553644
+## 248 248 0.8328989 1.7355746 2.4375282 3.8970772 3.3459019 0.8549568
+## 249 249 0.5770207 4.0624087 0.8432870 1.9956607 3.7422509 5.1365760
+## 250 250 5.4697543 0.3611580 3.6961225 0.2230767 0.8835201 3.8694380
+## 251 251 0.3580753 5.4051399 4.0899271 4.3352477 1.3344039 4.4017563
+## 252 252 4.5483290 4.7495894 6.1404064 4.9387453 4.9456528 4.6622420
+## 253 253 1.4978375 4.5463742 4.3218897 2.8406952 2.8875509 0.4627545
+## 254 254 4.3178017 3.0506067 3.3680776 2.5858209 3.4305707 3.5946344
+## 255 255 4.7167868 1.9922083 3.3095412 3.0781951 3.4432698 3.2609842
+## 256 256 3.3690348 0.2134613 4.8825768 0.8328989 3.0244635 2.4375282
+## 257 257 4.3658187 4.1478477 1.4472038 0.5770207 1.7000558 0.8432870
+## 258 258 1.9206628 1.2700635 2.7053481 8.4981024 0.3611580 2.4003478
+## 259 259 1.6633517 1.7238062 4.8327241 0.3580753 1.8616105 1.4983778
+## 260 260 4.3891830 3.4244218 4.5633589 5.5842264 2.3872365 4.8446318
+## 261 261 1.8361515 4.7237885 4.4159039 1.4978375 4.5463742 3.0261151
+## 262 262 3.6331775 4.9771112 0.2534443 4.3178017 3.0372154 3.3680776
+## 263 263 0.8417079 1.9512272 1.7242248 1.3710619 0.8110318 3.3095412
+## 264 264 0.1743519 0.2644305 2.0023340 3.3690348 0.2134613 5.9111482
+## 265 265 3.3566939 4.6959644 2.8602514 4.3658187 4.1478477 0.1514291
+## 266 266 4.7267590 3.4878712 4.0050179 0.8054212 1.2700635 2.7053481
+## 267 267 0.3553644 2.0536001 1.4943081 1.6633517 0.5426298 4.8327241
+## 268 268 1.7399125 3.5565815 2.4590972 5.3032101 3.4244218 3.2675842
+## 269 269 4.5521440 4.6651583 1.1045767 1.8361515 4.7237885 4.4159039
+## 270 270 3.8694380 2.4687938 3.9086993 3.6331775 3.9463104 1.2820157
+## 271 271 5.2867121 2.1240727 3.0692505 1.7557351 1.9512272 1.7242248
+## 272 272 1.7234665 2.4130991 2.1251171 0.1743519 0.2644305 2.0023340
+## 273 273 0.4627545 5.7589532 1.7612528 3.3566939 3.6651635 3.8888228
+## 274 274 3.5946344 1.4365264 0.1251135 4.7267590 3.4878712 2.8999128
+## 275 275 3.2609842 5.6945243 3.9239304 0.3553644 2.0536001 2.5228796
+## 276 276 3.3224840 2.8560832 4.4510070 0.8549568 3.5565815 2.4590972
+## 277 277 1.7282428 6.1188640 7.0575663 6.4092697 4.6651583 5.2188624
+## 278 278 5.9401708 10.5310849 9.7243609 8.4395738 8.3077200 3.9086993
+## 279 279 8.5780238 15.6740568 15.7007703 10.7999464 5.6274284 10.2692505
+## 280 280 18.1189681 24.5239609 17.1018089 12.6917923 3.7178688 7.2679742
+## 281 281 17.1854071 30.6723174 21.4905539 10.5170531 9.3992933 11.0183957
+## 282 282 29.9167502 53.0899645 38.7939340 21.8751774 19.0902893 10.4108278
+## 283 283 38.7077712 57.7106386 50.7790056 27.9397173 15.3107750 20.3810733
+## 284 284 42.0507184 67.8349523 37.0989380 26.2022341 22.8454166 25.9744733
+## 285 285 39.0894822 69.6406758 41.4838396 20.0378571 25.3513654 15.0565367
+## 286 286 32.7938437 48.6789480 39.0398367 23.4229723 18.9076404 8.0835201
+## 287 287 26.0716622 22.0048926 19.5432922 13.3807308 19.5164558 9.5629754
+## 288 288 20.0817435 37.5339553 34.4352845 13.0708761 23.6233090 17.2885099
+## 289 289 28.3097092 24.1754556 25.5433711 17.6505495 13.3507623 11.8843763
+## 290 290 5.5631788 12.5642083 7.3949557 7.9382134 3.8854939 6.5162850
+## 291 291 5.2640478 11.6790701 8.5467675 8.7937040 5.4137655 5.2400952
+## 292 292 3.7722455 12.6462422 5.7389868 7.6246583 3.1684693 3.7927174
+## 293 293 5.5151186 7.4582211 6.3580579 1.9794834 0.5770207 2.7286272
+## 294 294 5.5547800 4.9286245 3.4802737 2.7053481 6.6900831 1.3897295
+## 295 295 2.3792639 5.7865550 0.5426298 4.8327241 1.5258606 1.8616105
+## 296 296 5.1139644 7.4815854 6.7397371 4.1816114 5.7161142 2.3872365
+## 297 297 1.9895324 1.8361515 5.8288936 7.1579854 2.6656228 5.5749456
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+## 299 299 4.8391620 1.8725087 4.1614374 1.7242248 1.3710619 0.8110318
+## 300 300 3.0100728 0.1743519 1.3695356 2.9163611 4.5368200 1.2420327
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+## 304 304 4.2308576 0.8549568 3.5565815 2.4590972 4.3891830 3.4244218
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+## 307 307 2.2193597 5.4325571 2.1240727 3.9832776 0.8417079 1.9512272
+## 308 308 4.9456528 1.7234665 2.4874034 3.0391442 0.1743519 0.2644305
+## 309 309 2.4836178 0.4627545 4.7281524 1.7612528 4.5244791 3.6651635
+## 310 310 3.4305707 4.6254352 0.4057256 0.1251135 4.7267590 4.5164426
+## 311 311 2.1543809 4.2917851 3.6329227 3.9239304 0.3553644 2.0536001
+## 312 312 1.7355746 3.4683291 1.8252824 3.3459019 0.8549568 3.5565815
+## 313 313 2.7000558 0.8432870 2.9956607 3.7422509 6.6671882 5.6651583
+## 314 314 1.3611580 4.4003478 1.2230767 1.8835201 4.8694380 3.4687938
+## 315 315 1.8616105 2.4983778 4.3352477 1.3344039 5.4017563 2.1240727
+## 316 316 3.3872365 5.8446318 4.9387453 5.9456528 1.7234665 3.3822983
+## 317 317 5.5463742 5.0261151 3.8406952 1.5986620 1.4627545 4.7281524
+## 318 318 2.8694302 7.3680776 1.5499234 4.4305707 4.5946344 0.4057256
+## 319 319 0.8110318 3.3095412 3.0781951 3.1543809 4.2609842 3.6329227
+## 320 320 0.2134613 4.8825768 1.8328989 2.7355746 4.4375282 1.8252824
+## 321 321 4.1478477 1.1514291 1.5770207 1.7000558 0.8432870 2.9956607
+## 322 322 3.2700635 5.7053481 6.3545127 0.3611580 2.4003478 0.2230767
+## 323 323 0.5426298 4.8327241 1.3580753 1.8616105 2.4983778 5.3352477
+## 324 324 4.4244218 4.2675842 4.5483290 2.3872365 4.8446318 5.9387453
+## 325 325 6.7237885 7.4159039 2.4978375 5.5463742 3.0261151 2.8406952
+## 326 326 5.9463104 5.2534443 4.3178017 1.8694302 3.3680776 3.5499234
+## 327 327 3.9512272 5.7242248 8.3710619 1.8110318 5.3095412 5.0781951
+## 328 328 3.2644305 7.0023340 9.3690348 2.2134613 7.8825768 3.8328989
+## 329 329 4.6651635 12.8602514 9.3658187 10.1478477 3.1514291 2.5770207
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+## 331 331 14.0536001 24.4943081 10.6633517 12.5426298 14.8327241 2.3580753
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+## 333 333 38.6651583 39.1045767 32.8361515 22.7237885 21.4159039 17.4978375
+## 334 334 34.4687938 52.9086993 44.6331775 22.9463104 12.2534443 12.3178017
+## 335 335 40.1240727 55.0692505 40.8417079 16.9512272 17.7242248 13.3710619
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+## 338 338 25.4057256 46.1251135 29.7267590 24.4878712 16.8999128 9.8054212
+## 339 339 20.6329227 33.9239304 23.3553644 15.0536001 9.4943081 20.6633517
+## 340 340 12.8252824 29.3459019 29.8549568 13.5565815 17.4590972 9.3891830
+## 341 341 6.9956607 20.7422509 10.6671882 6.6651583 3.1045767 4.8361515
+## 342 342 5.2230767 8.8835201 8.8694380 4.4687938 6.9086993 6.6331775
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+## 344 344 9.9387453 8.9456528 2.7234665 3.3822983 4.1251171 0.1743519
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+## 352 352 4.5483290 2.3872365 4.8446318 5.9387453 5.9456528 1.7234665
+## 353 353 1.4978375 5.5463742 4.0261151 2.8406952 1.5986620 0.4627545
+## 354 354 4.3178017 2.8694302 3.3680776 1.5499234 4.4305707 3.5946344
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+## 359 359 1.6633517 0.5426298 4.8327241 0.3580753 1.8616105 3.4983778
+## 360 360 4.3891830 3.4244218 3.2675842 4.5483290 3.3872365 5.8446318
+## 361 361 1.8361515 5.7237885 4.4159039 1.4978375 4.5463742 3.0261151
+## 362 362 3.6331775 3.9463104 1.2534443 4.3178017 1.8694302 3.3680776
+## 363 363 0.8417079 1.9512272 1.7242248 1.3710619 0.8110318 3.3095412
+## 364 364 0.1743519 0.2644305 3.0023340 4.3690348 0.2134613 4.8825768
+## X7 X8 X9 X10 X11 X12
+## 1 0.1514291 1.1924053 1.7000558 0.8432870 1.9956607 3.7422509
+## 2 2.7053481 4.3545127 0.3611580 2.4003478 0.2230767 0.8835201
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+## 4 3.2675842 4.5483290 2.3872365 4.8446318 4.9387453 4.9456528
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+## 238 3.5064271 7.2229952 8.3698973 3.8348422 2.4003478 2.5281614
+## 239 2.7789934 5.9621359 1.6965369 4.1774000 1.4983778 5.4877901
+## 240 5.6607854 3.2675842 5.8867905 7.0188154 8.0529651 6.0912876
+## 241 5.8419703 4.4159039 1.4978375 4.5463742 3.0261151 2.8406952
+## 242 3.9463104 0.2534443 6.9947248 4.1852197 5.5069665 1.5499234
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+## 247 2.0536001 2.6237199 1.6633517 0.5426298 4.8327241 0.3580753
+## 248 3.5565815 3.5885089 5.7276445 3.4244218 3.2675842 5.7008714
+## 249 6.9015219 2.2339885 1.8361515 4.7237885 5.4853484 1.4978375
+## 250 2.4687938 5.0381111 3.6331775 3.9463104 0.2534443 4.3178017
+## 251 3.2422545 3.0692505 0.8417079 3.1091219 1.7242248 1.3710619
+## 252 1.3822983 2.1251171 0.1743519 0.2644305 2.0023340 3.3690348
+## 253 5.8463342 1.7612528 3.3566939 3.6651635 3.9296958 4.3658187
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+## 282 18.2776065 10.6283670 11.8229897 8.2420409 8.8854481 7.6328843
+## 283 13.9062119 9.9874844 7.0712312 6.6210982 8.1580144 10.7457676
+## 284 16.4905500 14.6640195 15.8437126 16.7835492 11.8859602 9.1806277
+## 285 16.1756628 14.9792079 8.9122690 12.9910811 18.2622500 14.2709764
+## 286 12.2084211 10.4026781 9.4856224 16.0275437 9.8693873 5.1809805
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+## 364 0.8328989 1.7355746 2.4375282 1.8252824 3.3459019 0.8549568
+## X13 X14 X15 X16 X17 X18
+## 1 4.9891697 5.3643453 1.1045767 1.8361515 4.7237885 4.4159039
+## 2 5.1914194 2.4687938 4.7476824 3.6331775 3.9463104 0.2534443
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+## 21 20.9406717 8.4897074 7.9023064 3.8442969 3.8305942 1.5986620
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+## 26 41.2373741 15.4883480 7.9819279 14.1598936 15.2434015 6.5211580
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+## 28 36.1696235 14.8769878 5.9413709 5.7221297 15.4372179 4.1472365
+## 29 26.2222237 14.4215174 12.2746359 5.2340857 6.4473325 6.3063742
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+## 84 11.7334252 4.9166482 7.0693509 7.1428269 4.9456528 4.6567998
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+## 95 1.8681502 1.9512272 1.7242248 1.3710619 0.8110318 3.3095412
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+## 332 34.1251171 10.1743519 9.2644305 3.0023340 9.3690348 0.2134613
+## 333 53.7612528 21.3566939 14.6651635 8.8602514 15.3658187 7.1478477
+## 334 53.1251135 25.7267590 20.4878712 9.8999128 10.8054212 4.2700635
+## 335 57.9239304 17.3553644 11.0536001 10.4943081 12.6633517 6.5426298
+## 336 39.3459019 8.8549568 12.5565815 3.4590972 14.3891830 5.4244218
+## 337 33.7422509 11.6671882 10.6651583 9.1045767 9.8361515 7.7237885
+## 338 18.8835201 12.8694380 7.4687938 6.9086993 9.6331775 9.9463104
+## 339 13.3344039 10.4017563 4.1240727 4.0692505 5.8417079 5.9512272
+## 340 10.9456528 4.7234665 4.3822983 3.1251171 2.1743519 0.2644305
+## 341 2.5986620 4.4627545 5.7281524 2.7612528 5.3566939 4.6651635
+## 342 8.4305707 7.5946344 1.4057256 1.1251135 7.7267590 4.4878712
+## 343 5.1543809 5.2609842 4.6329227 3.9239304 1.3553644 3.0536001
+## 344 2.7355746 2.4375282 1.8252824 3.3459019 1.8549568 3.5565815
+## 345 4.7000558 1.8432870 2.9956607 3.7422509 4.6671882 4.6651583
+## 346 3.3611580 3.4003478 0.2230767 1.8835201 3.8694380 4.4687938
+## 347 2.8616105 2.4983778 4.3352477 1.3344039 4.4017563 4.1240727
+## 348 3.3872365 4.8446318 4.9387453 4.9456528 2.7234665 1.3822983
+## 349 6.5463742 3.0261151 2.8406952 1.5986620 2.4627545 4.7281524
+## 350 4.8694302 3.3680776 1.5499234 4.4305707 4.5946344 0.4057256
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+## 352 1.2134613 4.8825768 0.8328989 1.7355746 2.4375282 1.8252824
+## 353 6.1478477 1.1514291 1.5770207 1.7000558 0.8432870 1.9956607
+## 354 2.2700635 2.7053481 4.3545127 1.3611580 3.4003478 0.2230767
+## 355 0.5426298 5.8327241 0.3580753 1.8616105 1.4983778 4.3352477
+## 356 3.4244218 4.2675842 4.5483290 2.3872365 4.8446318 4.9387453
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+## 364 5.5565815 3.4590972 4.3891830 3.4244218 3.2675842 4.5483290
+## X19 X20 X21 X22 X23 X24
+## 1 1.4978375 4.5463742 3.0261151 2.8406952 1.5986620 0.4627545
+## 2 4.3178017 1.8694302 3.3680776 1.5499234 3.4305707 3.5946344
+## 3 1.3710619 0.8110318 3.3095412 3.0781951 2.1543809 3.2609842
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+## 6 1.7488174 1.2700635 2.7053481 4.3545127 0.3611580 2.4003478
+## 7 1.6633517 0.5426298 4.8327241 0.3580753 1.8616105 1.4983778
+## 8 4.3891830 3.4244218 3.2675842 4.5483290 4.4596049 4.8446318
+## 9 1.8361515 4.7237885 4.4159039 1.4978375 4.5463742 3.0261151
+## 10 3.6331775 3.9463104 0.2534443 4.3178017 1.8694302 3.3680776
+## 11 0.8417079 1.9512272 1.7242248 1.3710619 0.8110318 3.3095412
+## 12 0.1743519 0.2644305 2.0023340 3.3690348 0.2134613 4.8825768
+## 13 3.3566939 3.6651635 4.2515557 4.3658187 4.1478477 0.1514291
+## 14 4.7267590 3.4878712 2.8999128 0.8054212 1.2700635 2.7053481
+## 15 0.3553644 2.0536001 1.4943081 1.6633517 0.5426298 4.8327241
+## 16 0.8549568 3.5565815 5.2417059 4.3891830 3.4244218 3.2675842
+## 17 3.6671882 4.6651583 1.1045767 1.8361515 4.7237885 4.4159039
+## 18 3.8694380 2.4687938 3.9086993 3.6331775 3.9463104 3.0664524
+## 19 5.3451526 2.1240727 4.4605548 3.0457896 4.0235956 1.7242248
+## 20 3.6102589 2.4665089 2.1251171 0.1743519 0.2644305 4.8153421
+## 21 1.4061507 5.8123629 3.1525572 3.3566939 3.6651635 2.8602514
+## 22 4.5380306 4.7425677 4.2990266 4.7267590 5.5602396 11.3389372
+## 23 3.2609842 7.9697648 3.9239304 4.7635277 2.0536001 7.1203244
+## 24 8.0979056 11.5831771 7.5198149 7.4672017 15.9907921 16.5241378
+## 25 9.3338530 13.9219765 17.6552944 19.0957597 35.7506846 20.7956336
+## 26 10.8909139 11.0651819 21.7530853 28.1143360 62.5674780 71.4208944
+## 27 16.5927175 21.6826161 20.8126648 28.6466543 45.6438095 62.1424212
+## 28 17.1087827 13.6124295 14.6847832 36.9887726 44.9020352 38.6942228
+## 29 13.4034736 11.5143794 9.9464881 40.1362239 39.9584155 46.7693829
+## 30 8.0850587 4.8025550 11.7783968 19.0232058 29.4188835 25.4421867
+## 31 4.2529374 5.2466161 10.5022070 12.0773108 24.3566069 20.8019792
+## 32 5.8259730 3.0013199 5.9094876 13.4579364 10.1147560 11.7849263
+## 33 4.8684102 2.7454418 5.8739688 3.0473686 6.1403976 17.8072916
+## 34 6.4789330 6.5229337 5.9263754 11.2166744 6.4401819 3.6965282
+## 35 6.7195166 2.5264964 1.8616105 3.7024595 6.4076161 12.5864364
+## 36 4.2109805 6.7167501 5.1698452 9.2527950 11.1558505 7.7586609
+## 37 6.3026964 2.5820480 5.9376785 3.0261151 2.8406952 1.5986620
+## 38 4.9704254 6.4862227 3.2607346 3.3680776 1.5499234 3.4305707
+## 39 4.5544135 2.4552724 2.2023362 3.3095412 3.0781951 2.1543809
+## 40 3.8891264 3.3690348 0.2134613 7.0866585 2.9052673 4.5485827
+## 41 3.8036476 6.5342397 4.1478477 4.5595924 2.6493891 1.7000558
+## 42 2.8999128 1.8896317 1.2700635 2.7053481 4.3545127 0.3611580
+## 43 1.4943081 1.6633517 0.5426298 4.8327241 0.3580753 1.8616105
+## 44 2.4590972 5.4733935 3.4244218 5.4716659 4.5483290 2.3872365
+## 45 1.1045767 1.8361515 4.7237885 4.4159039 1.4978375 4.5463742
+## 46 3.9086993 3.6331775 3.9463104 0.2534443 4.3178017 1.8694302
+## 47 4.0126467 0.8417079 1.9512272 1.7242248 1.3710619 0.8110318
+## 48 4.0119095 0.1743519 0.2644305 2.0023340 3.3690348 0.2134613
+## 49 2.7046490 3.3566939 3.6651635 2.8602514 4.3658187 4.1478477
+## 50 0.1251135 4.7267590 4.8791755 5.1039944 0.8054212 1.2700635
+## 51 3.9239304 0.3553644 3.4449045 1.4943081 1.6633517 0.5426298
+## 52 3.3459019 0.8549568 3.5565815 2.4590972 4.3891830 3.4244218
+## 53 3.7422509 3.6671882 4.6651583 1.1045767 5.3361515 4.7237885
+## 54 0.8835201 3.8694380 2.4687938 6.6779301 3.6331775 3.9463104
+## 55 1.3344039 4.4017563 2.1240727 3.0692505 0.8417079 1.9512272
+## 56 4.9456528 1.7234665 1.3822983 2.1251171 0.1743519 0.2644305
+## 57 1.5986620 0.4627545 4.7281524 4.5304836 3.3566939 3.6651635
+## 58 3.4305707 3.5946344 0.4057256 0.1251135 4.7267590 3.4878712
+## 59 2.1543809 3.2609842 3.6329227 6.6931612 0.3553644 2.0536001
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+## 61 1.7000558 0.8432870 1.9956607 3.7422509 3.6671882 4.6651583
+## 62 0.3611580 2.4003478 0.2230767 0.8835201 3.8694380 2.4687938
+## 63 1.8616105 1.4983778 4.3352477 1.3344039 4.4017563 2.1240727
+## 64 2.3872365 4.8446318 4.9387453 4.9456528 1.7234665 1.3822983
+## 65 4.5463742 3.0261151 2.8406952 1.5986620 0.4627545 4.7281524
+## 66 1.8694302 3.3680776 1.5499234 3.4305707 3.5946344 0.4057256
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+## 73 4.7237885 8.7075706 1.4978375 10.0848357 6.5261151 8.2469452
+## 74 8.4917649 6.6909443 6.8778017 10.1771225 3.3680776 6.9561734
+## 75 8.7694090 10.3075581 14.1710619 6.3494933 6.8095412 13.8906951
+## 76 2.5371578 10.5856673 8.4890348 22.3673074 32.8825768 22.4578989
+## 77 19.5742544 9.2977514 14.6058187 20.7632323 14.1514291 11.3895207
+## 78 12.5787803 17.9207461 8.4854212 12.3469866 27.2053481 58.4170127
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+## 80 10.3747633 11.0424305 22.3091830 28.3474987 17.2675842 42.3920790
+## 81 11.4833401 9.6879100 1.8361515 26.8776346 32.4159039 39.3415875
+## 82 4.7415211 12.4920326 6.1931775 3.9463104 24.7534443 20.5365517
+## 83 4.3968000 5.2150838 5.9617079 4.7204580 29.7242248 12.1835619
+## 84 3.6550256 2.1251171 7.8543519 11.3413536 12.5023340 30.4002848
+## 85 11.5463342 1.7612528 11.0366939 9.2036251 6.3602514 9.7720687
+## 86 4.9511801 0.1251135 12.4067590 9.0263327 6.3999128 11.6179212
+## 87 5.9056500 8.2155971 0.3553644 10.3612924 22.4943081 12.4758517
+## 88 1.8252824 7.6375685 0.8549568 3.5565815 12.9590972 4.3891830
+## 89 8.8138425 5.8880843 8.7871882 12.9728506 11.6045767 18.0549015
+## 90 0.2230767 0.8835201 8.9894380 5.2380246 14.4086993 14.4456775
+## 91 6.6079750 5.6260706 6.9617563 2.1240727 13.5692505 0.8417079
+## 92 4.9387453 4.9456528 1.7234665 4.1515291 2.1251171 0.1743519
+## 93 7.3861497 1.5986620 0.4627545 4.7281524 1.7612528 3.3566939
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+## 109 1.8361515 4.7237885 4.4159039 1.4978375 4.5463742 3.0261151
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+## 116 0.8549568 3.5565815 2.4590972 4.3891830 3.4244218 3.2675842
+## 117 3.6671882 4.6651583 1.1045767 1.8361515 4.7237885 4.4159039
+## 118 3.8694380 2.4687938 3.9086993 3.6331775 3.9463104 0.2534443
+## 119 5.8942936 2.1240727 3.0692505 0.8417079 1.9512272 1.7242248
+## 120 1.7234665 1.3822983 2.1251171 0.1743519 4.2771693 2.0023340
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+## 124 3.9300655 5.1478630 5.0301124 3.2549568 13.5884287 6.5296854
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+## 219 1.3710619
+## 220 3.3690348
+## 221 4.3658187
+## 222 0.8054212
+## 223 1.6633517
+## 224 4.3891830
+## 225 7.4537986
+## 226 3.6331775
+## 227 0.8417079
+## 228 0.1743519
+## 229 8.9743410
+## 230 4.7267590
+## 231 14.3994821
+## 232 23.3255450
+## 233 48.6083647
+## 234 31.9576733
+## 235 52.1517563
+## 236 69.1352312
+## 237 93.1539309
+## 238 68.1975756
+## 239 42.5845137
+## 240 33.3345871
+## 241 20.5050517
+## 242 19.2532890
+## 243 23.9689661
+## 244 18.8887494
+## 245 3.0261151
+## 246 6.1769011
+## 247 8.9271882
+## 248 4.8825768
+## 249 5.7690762
+## 250 2.7053481
+## 251 7.6415477
+## 252 3.2675842
+## 253 10.0335510
+## 254 0.2534443
+## 255 4.5330483
+## 256 2.0023340
+## 257 2.8602514
+## 258 8.5175598
+## 259 4.3031317
+## 260 5.2679207
+## 261 3.7091221
+## 262 3.9086993
+## 263 3.0692505
+## 264 2.1251171
+## 265 1.7612528
+## 266 0.1251135
+## 267 3.9239304
+## 268 3.3459019
+## 269 3.7422509
+## 270 0.8835201
+## 271 1.3344039
+## 272 4.9456528
+## 273 1.5986620
+## 274 3.4305707
+## 275 4.7589264
+## 276 4.3401200
+## 277 1.7000558
+## 278 2.9657035
+## 279 1.8616105
+## 280 7.5963274
+## 281 14.9645560
+## 282 17.4967029
+## 283 16.4383045
+## 284 28.8634613
+## 285 38.0069386
+## 286 55.9655181
+## 287 42.2153570
+## 288 60.7244218
+## 289 69.8374248
+## 290 40.4099467
+## 291 46.2284999
+## 292 18.4962487
+## 293 24.5015272
+## 294 29.5333257
+## 295 7.2626910
+## 296 19.1838543
+## 297 17.6878856
+## 298 10.2824302
+## 299 7.3331636
+## 300 17.0095711
+## 301 12.5417887
+## 302 5.6148165
+## 303 3.6329227
+## 304 4.4298278
+## 305 9.8092971
+## 306 2.8276221
+## 307 4.3352477
+## 308 4.9387453
+## 309 2.8406952
+## 310 1.5499234
+## 311 3.0781951
+## 312 0.8328989
+## 313 1.5770207
+## 314 4.3545127
+## 315 0.3580753
+## 316 5.5483290
+## 317 1.4978375
+## 318 4.3178017
+## 319 1.3710619
+## 320 3.3690348
+## 321 4.3658187
+## 322 1.8054212
+## 323 1.6633517
+## 324 4.3891830
+## 325 1.8361515
+## 326 5.6331775
+## 327 0.8417079
+## 328 2.1743519
+## 329 3.3566939
+## 330 8.7267590
+## 331 7.3553644
+## 332 14.8549568
+## 333 34.6671882
+## 334 25.8694380
+## 335 35.4017563
+## 336 42.7234665
+## 337 58.4627545
+## 338 49.5946344
+## 339 44.2609842
+## 340 72.4375282
+## 341 61.8432870
+## 342 61.4003478
+## 343 20.4983778
+## 344 30.8446318
+## 345 12.0261151
+## 346 10.3680776
+## 347 8.3095412
+## 348 7.8825768
+## 349 2.1514291
+## 350 3.7053481
+## 351 4.8327241
+## 352 5.2675842
+## 353 5.4159039
+## 354 1.2534443
+## 355 2.7242248
+## 356 3.0023340
+## 357 4.8602514
+## 358 2.8999128
+## 359 2.4943081
+## 360 2.4590972
+## 361 1.1045767
+## 362 3.9086993
+## 363 3.0692505
+## 364 2.1251171
+##
+## $populationAgeGroup
+## [1] 56605.42 56605.42 56605.42 56605.42 56605.42 56605.42
+## [7] 56605.42 56605.42 56605.42 56605.42 56605.42 56605.42
+## [13] 679265.00 679265.00 679265.00 679265.00 3396325.00 3396325.00
+## [19] 6792650.00 6792650.00 6792650.00 6792650.00 6792650.00 6792650.00
+## [25] 4799725.00
+##
+## $prop_mat
+## [1] 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
+## [7] 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
+## [13] 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
+## [19] 0.01752370 0.06014065 0.02233566 0.00000000 0.00000000 0.00000000
+## [25] 0.00000000
+##
+## $pVHR
+## [1] 0.0385453433 0.0099152075 0.0099152075 0.0020710417 0.0020710417
+## [6] 0.0020710417 0.0002762948 0.0002762948 0.0002762948 0.0000000000
+## [11] 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000
+## [16] 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000
+## [21] 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000
+##
+## $pHR
+## [1] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+##
+## $pLR
+## [1] 0.9614547 0.9900848 0.9900848 0.9979290 0.9979290 0.9979290 0.9997237
+## [8] 0.9997237 0.9997237 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000
+## [15] 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000
+## [22] 1.0000000 1.0000000 1.0000000 1.0000000
+##
+## $nmat
+## [1] 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0
+## [9] 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0
+## [17] 0.0 0.0 119032.4 408514.4 151718.3 0.0 0.0 0.0
+## [25] 0.0
+##
+## $nVHR
+## [1] 2181.87522 561.25445 561.25445 117.23218 117.23218 117.23218
+## [7] 15.63978 15.63978 15.63978 0.00000 0.00000 0.00000
+## [13] 0.00000 0.00000 0.00000 0.00000 0.00000 0.00000
+## [19] 0.00000 0.00000 0.00000 0.00000 0.00000 0.00000
+## [25] 0.00000
+##
+## $nHR
+## [1] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+##
+## $nLR
+## [1] 54423.54 56044.16 56044.16 56488.18 56488.18 56488.18
+## [7] 56589.78 56589.78 56589.78 56605.42 56605.42 56605.42
+## [13] 679265.00 679265.00 679265.00 679265.00 3396325.00 3396325.00
+## [19] 6792650.00 6792650.00 6792650.00 6792650.00 6792650.00 6792650.00
+## [25] 4799725.00
+##
+## $cnt_matrix_p
+## [,1] [,2] [,3] [,4] [,5]
+## [1,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [2,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [3,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [4,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [5,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [6,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [7,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [8,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [9,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [10,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [11,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [12,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [13,] 1.536885e-02 1.536885e-02 1.536885e-02 1.536885e-02 1.536885e-02
+## [14,] 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03
+## [15,] 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03
+## [16,] 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03
+## [17,] 3.244536e-04 3.244536e-04 3.244536e-04 3.244536e-04 3.244536e-04
+## [18,] 2.049180e-04 2.049180e-04 2.049180e-04 2.049180e-04 2.049180e-04
+## [19,] 9.562842e-04 9.562842e-04 9.562842e-04 9.562842e-04 9.562842e-04
+## [20,] 4.132514e-03 4.132514e-03 4.132514e-03 4.132514e-03 4.132514e-03
+## [21,] 2.288251e-03 2.288251e-03 2.288251e-03 2.288251e-03 2.288251e-03
+## [22,] 5.122951e-04 5.122951e-04 5.122951e-04 5.122951e-04 5.122951e-04
+## [23,] 3.415301e-04 3.415301e-04 3.415301e-04 3.415301e-04 3.415301e-04
+## [24,] 8.538251e-05 8.538251e-05 8.538251e-05 8.538251e-05 8.538251e-05
+## [25,] 7.435820e-05 7.435820e-05 7.435820e-05 7.435820e-05 7.435820e-05
+## [,6] [,7] [,8] [,9] [,10]
+## [1,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [2,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [3,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [4,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [5,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [6,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [7,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [8,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [9,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [10,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [11,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [12,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [13,] 1.536885e-02 1.536885e-02 1.536885e-02 1.536885e-02 1.536885e-02
+## [14,] 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03
+## [15,] 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03
+## [16,] 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03
+## [17,] 3.244536e-04 3.244536e-04 3.244536e-04 3.244536e-04 3.244536e-04
+## [18,] 2.049180e-04 2.049180e-04 2.049180e-04 2.049180e-04 2.049180e-04
+## [19,] 9.562842e-04 9.562842e-04 9.562842e-04 9.562842e-04 9.562842e-04
+## [20,] 4.132514e-03 4.132514e-03 4.132514e-03 4.132514e-03 4.132514e-03
+## [21,] 2.288251e-03 2.288251e-03 2.288251e-03 2.288251e-03 2.288251e-03
+## [22,] 5.122951e-04 5.122951e-04 5.122951e-04 5.122951e-04 5.122951e-04
+## [23,] 3.415301e-04 3.415301e-04 3.415301e-04 3.415301e-04 3.415301e-04
+## [24,] 8.538251e-05 8.538251e-05 8.538251e-05 8.538251e-05 8.538251e-05
+## [25,] 7.435820e-05 7.435820e-05 7.435820e-05 7.435820e-05 7.435820e-05
+## [,11] [,12] [,13] [,14] [,15] [,16]
+## [1,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
+## [2,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
+## [3,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
+## [4,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
+## [5,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
+## [6,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
+## [7,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
+## [8,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
+## [9,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
+## [10,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
+## [11,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
+## [12,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
+## [13,] 1.536885e-02 1.536885e-02 0.023026316 0.023026316 0.023026316 0.023026316
+## [14,] 1.622268e-03 1.622268e-03 0.023026316 0.023026316 0.023026316 0.023026316
+## [15,] 1.622268e-03 1.622268e-03 0.023026316 0.023026316 0.023026316 0.023026316
+## [16,] 1.622268e-03 1.622268e-03 0.023026316 0.023026316 0.023026316 0.023026316
+## [17,] 3.244536e-04 3.244536e-04 0.018300215 0.018300215 0.018300215 0.018300215
+## [18,] 2.049180e-04 2.049180e-04 0.009238522 0.009238522 0.009238522 0.009238522
+## [19,] 9.562842e-04 9.562842e-04 0.002774966 0.002774966 0.002774966 0.002774966
+## [20,] 4.132514e-03 4.132514e-03 0.012529110 0.012529110 0.012529110 0.012529110
+## [21,] 2.288251e-03 2.288251e-03 0.004605263 0.004605263 0.004605263 0.004605263
+## [22,] 5.122951e-04 5.122951e-04 0.001315789 0.001315789 0.001315789 0.001315789
+## [23,] 3.415301e-04 3.415301e-04 0.002412281 0.002412281 0.002412281 0.002412281
+## [24,] 8.538251e-05 8.538251e-05 0.000000000 0.000000000 0.000000000 0.000000000
+## [25,] 7.435820e-05 7.435820e-05 0.000000000 0.000000000 0.000000000 0.000000000
+## [,17] [,18] [,19] [,20] [,21] [,22]
+## [1,] 0.01946721 0.01229508 0.11475410 0.49590164 0.27459016 0.06147541
+## [2,] 0.01946721 0.01229508 0.11475410 0.49590164 0.27459016 0.06147541
+## [3,] 0.01946721 0.01229508 0.11475410 0.49590164 0.27459016 0.06147541
+## [4,] 0.01946721 0.01229508 0.11475410 0.49590164 0.27459016 0.06147541
+## [5,] 0.01946721 0.01229508 0.11475410 0.49590164 0.27459016 0.06147541
+## [6,] 0.01946721 0.01229508 0.11475410 0.49590164 0.27459016 0.06147541
+## [7,] 0.01946721 0.01229508 0.11475410 0.49590164 0.27459016 0.06147541
+## [8,] 0.01946721 0.01229508 0.11475410 0.49590164 0.27459016 0.06147541
+## [9,] 0.01946721 0.01229508 0.11475410 0.49590164 0.27459016 0.06147541
+## [10,] 0.01946721 0.01229508 0.11475410 0.49590164 0.27459016 0.06147541
+## [11,] 0.01946721 0.01229508 0.11475410 0.49590164 0.27459016 0.06147541
+## [12,] 0.01946721 0.01229508 0.11475410 0.49590164 0.27459016 0.06147541
+## [13,] 0.09150107 0.04619261 0.02774966 0.12529110 0.04605263 0.01315789
+## [14,] 0.09150107 0.04619261 0.02774966 0.12529110 0.04605263 0.01315789
+## [15,] 0.09150107 0.04619261 0.02774966 0.12529110 0.04605263 0.01315789
+## [16,] 0.09150107 0.04619261 0.02774966 0.12529110 0.04605263 0.01315789
+## [17,] 1.90816327 0.28712549 0.15240712 0.26643489 0.24092971 0.13010204
+## [18,] 0.28712549 3.12765957 0.42553191 0.18259273 0.40374873 0.17059271
+## [19,] 0.07620356 0.21276596 1.50641026 0.29178012 0.28266178 0.28125000
+## [20,] 0.13321745 0.09129637 0.29178012 0.61061947 0.43749122 0.45764855
+## [21,] 0.12046485 0.20187437 0.28266178 0.43749122 0.59523810 0.41319444
+## [22,] 0.06505102 0.08529635 0.28125000 0.45764855 0.41319444 0.47321429
+## [23,] 0.02846402 0.06527622 0.14186910 0.23781245 0.25187970 0.28320802
+## [24,] 0.02178179 0.01227496 0.06410256 0.04952349 0.15445665 0.14886676
+## [25,] 0.02145241 0.01193156 0.06203339 0.04809520 0.15189481 0.14454365
+## [,23] [,24] [,25]
+## [1,] 0.04098361 0.01024590 0.01024590
+## [2,] 0.04098361 0.01024590 0.01024590
+## [3,] 0.04098361 0.01024590 0.01024590
+## [4,] 0.04098361 0.01024590 0.01024590
+## [5,] 0.04098361 0.01024590 0.01024590
+## [6,] 0.04098361 0.01024590 0.01024590
+## [7,] 0.04098361 0.01024590 0.01024590
+## [8,] 0.04098361 0.01024590 0.01024590
+## [9,] 0.04098361 0.01024590 0.01024590
+## [10,] 0.04098361 0.01024590 0.01024590
+## [11,] 0.04098361 0.01024590 0.01024590
+## [12,] 0.04098361 0.01024590 0.01024590
+## [13,] 0.02412281 0.00000000 0.00000000
+## [14,] 0.02412281 0.00000000 0.00000000
+## [15,] 0.02412281 0.00000000 0.00000000
+## [16,] 0.02412281 0.00000000 0.00000000
+## [17,] 0.05692803 0.04356358 0.04926587
+## [18,] 0.13055244 0.02454992 0.02740106
+## [19,] 0.14186910 0.06410256 0.07123043
+## [20,] 0.23781245 0.04952349 0.05522577
+## [21,] 0.25187970 0.15445665 0.17441467
+## [22,] 0.28320802 0.14886676 0.16597363
+## [23,] 0.31578947 0.08535762 0.09248549
+## [24,] 0.08535762 0.06730769 0.07229720
+## [25,] 0.08054406 0.06296242 0.06730769
+##
+## $cnt_matrix_p_h
+## [,1] [,2] [,3] [,4] [,5]
+## [1,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [2,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [3,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [4,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [5,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [6,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [7,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [8,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [9,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [10,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [11,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [12,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [13,] 1.536885e-02 1.536885e-02 1.536885e-02 1.536885e-02 1.536885e-02
+## [14,] 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03
+## [15,] 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03
+## [16,] 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03
+## [17,] 3.244536e-04 3.244536e-04 3.244536e-04 3.244536e-04 3.244536e-04
+## [18,] 2.049180e-04 2.049180e-04 2.049180e-04 2.049180e-04 2.049180e-04
+## [19,] 9.562842e-04 9.562842e-04 9.562842e-04 9.562842e-04 9.562842e-04
+## [20,] 4.132514e-03 4.132514e-03 4.132514e-03 4.132514e-03 4.132514e-03
+## [21,] 2.288251e-03 2.288251e-03 2.288251e-03 2.288251e-03 2.288251e-03
+## [22,] 5.122951e-04 5.122951e-04 5.122951e-04 5.122951e-04 5.122951e-04
+## [23,] 3.415301e-04 3.415301e-04 3.415301e-04 3.415301e-04 3.415301e-04
+## [24,] 8.538251e-05 8.538251e-05 8.538251e-05 8.538251e-05 8.538251e-05
+## [25,] 7.435820e-05 7.435820e-05 7.435820e-05 7.435820e-05 7.435820e-05
+## [,6] [,7] [,8] [,9] [,10]
+## [1,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [2,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [3,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [4,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [5,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [6,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [7,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [8,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [9,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [10,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [11,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [12,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [13,] 1.536885e-02 1.536885e-02 1.536885e-02 1.536885e-02 1.536885e-02
+## [14,] 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03
+## [15,] 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03
+## [16,] 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03
+## [17,] 3.244536e-04 3.244536e-04 3.244536e-04 3.244536e-04 3.244536e-04
+## [18,] 2.049180e-04 2.049180e-04 2.049180e-04 2.049180e-04 2.049180e-04
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+## [20,] 4.132514e-03 4.132514e-03 4.132514e-03 4.132514e-03 4.132514e-03
+## [21,] 2.288251e-03 2.288251e-03 2.288251e-03 2.288251e-03 2.288251e-03
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+## [24,] 8.538251e-05 8.538251e-05 8.538251e-05 8.538251e-05 8.538251e-05
+## [25,] 7.435820e-05 7.435820e-05 7.435820e-05 7.435820e-05 7.435820e-05
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+## [4,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
+## [5,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
+## [6,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
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+## [8,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
+## [9,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
+## [10,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
+## [11,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
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+## [15,] 1.622268e-03 1.622268e-03 0.023026316 0.023026316 0.023026316 0.023026316
+## [16,] 1.622268e-03 1.622268e-03 0.023026316 0.023026316 0.023026316 0.023026316
+## [17,] 3.244536e-04 3.244536e-04 0.018300215 0.018300215 0.018300215 0.018300215
+## [18,] 2.049180e-04 2.049180e-04 0.009238522 0.009238522 0.009238522 0.009238522
+## [19,] 9.562842e-04 9.562842e-04 0.002774966 0.002774966 0.002774966 0.002774966
+## [20,] 4.132514e-03 4.132514e-03 0.012529110 0.012529110 0.012529110 0.012529110
+## [21,] 2.288251e-03 2.288251e-03 0.004605263 0.004605263 0.004605263 0.004605263
+## [22,] 5.122951e-04 5.122951e-04 0.001315789 0.001315789 0.001315789 0.001315789
+## [23,] 3.415301e-04 3.415301e-04 0.002412281 0.002412281 0.002412281 0.002412281
+## [24,] 8.538251e-05 8.538251e-05 0.000000000 0.000000000 0.000000000 0.000000000
+## [25,] 7.435820e-05 7.435820e-05 0.000000000 0.000000000 0.000000000 0.000000000
+## [,17] [,18] [,19] [,20] [,21] [,22]
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+## [2,] 0.01946721 0.01229508 0.11475410 0.49590164 0.27459016 0.06147541
+## [3,] 0.01946721 0.01229508 0.11475410 0.49590164 0.27459016 0.06147541
+## [4,] 0.01946721 0.01229508 0.11475410 0.49590164 0.27459016 0.06147541
+## [5,] 0.01946721 0.01229508 0.11475410 0.49590164 0.27459016 0.06147541
+## [6,] 0.01946721 0.01229508 0.11475410 0.49590164 0.27459016 0.06147541
+## [7,] 0.01946721 0.01229508 0.11475410 0.49590164 0.27459016 0.06147541
+## [8,] 0.01946721 0.01229508 0.11475410 0.49590164 0.27459016 0.06147541
+## [9,] 0.01946721 0.01229508 0.11475410 0.49590164 0.27459016 0.06147541
+## [10,] 0.01946721 0.01229508 0.11475410 0.49590164 0.27459016 0.06147541
+## [11,] 0.01946721 0.01229508 0.11475410 0.49590164 0.27459016 0.06147541
+## [12,] 0.01946721 0.01229508 0.11475410 0.49590164 0.27459016 0.06147541
+## [13,] 0.09150107 0.04619261 0.02774966 0.12529110 0.04605263 0.01315789
+## [14,] 0.09150107 0.04619261 0.02774966 0.12529110 0.04605263 0.01315789
+## [15,] 0.09150107 0.04619261 0.02774966 0.12529110 0.04605263 0.01315789
+## [16,] 0.09150107 0.04619261 0.02774966 0.12529110 0.04605263 0.01315789
+## [17,] 1.90816327 0.28712549 0.15240712 0.26643489 0.24092971 0.13010204
+## [18,] 0.28712549 3.12765957 0.42553191 0.18259273 0.40374873 0.17059271
+## [19,] 0.07620356 0.21276596 1.50641026 0.29178012 0.28266178 0.28125000
+## [20,] 0.13321745 0.09129637 0.29178012 0.61061947 0.43749122 0.45764855
+## [21,] 0.12046485 0.20187437 0.28266178 0.43749122 0.59523810 0.41319444
+## [22,] 0.06505102 0.08529635 0.28125000 0.45764855 0.41319444 0.47321429
+## [23,] 0.02846402 0.06527622 0.14186910 0.23781245 0.25187970 0.28320802
+## [24,] 0.02178179 0.01227496 0.06410256 0.04952349 0.15445665 0.14886676
+## [25,] 0.02145241 0.01193156 0.06203339 0.04809520 0.15189481 0.14454365
+## [,23] [,24] [,25]
+## [1,] 0.04098361 0.01024590 0.01024590
+## [2,] 0.04098361 0.01024590 0.01024590
+## [3,] 0.04098361 0.01024590 0.01024590
+## [4,] 0.04098361 0.01024590 0.01024590
+## [5,] 0.04098361 0.01024590 0.01024590
+## [6,] 0.04098361 0.01024590 0.01024590
+## [7,] 0.04098361 0.01024590 0.01024590
+## [8,] 0.04098361 0.01024590 0.01024590
+## [9,] 0.04098361 0.01024590 0.01024590
+## [10,] 0.04098361 0.01024590 0.01024590
+## [11,] 0.04098361 0.01024590 0.01024590
+## [12,] 0.04098361 0.01024590 0.01024590
+## [13,] 0.02412281 0.00000000 0.00000000
+## [14,] 0.02412281 0.00000000 0.00000000
+## [15,] 0.02412281 0.00000000 0.00000000
+## [16,] 0.02412281 0.00000000 0.00000000
+## [17,] 0.05692803 0.04356358 0.04926587
+## [18,] 0.13055244 0.02454992 0.02740106
+## [19,] 0.14186910 0.06410256 0.07123043
+## [20,] 0.23781245 0.04952349 0.05522577
+## [21,] 0.25187970 0.15445665 0.17441467
+## [22,] 0.28320802 0.14886676 0.16597363
+## [23,] 0.31578947 0.08535762 0.09248549
+## [24,] 0.08535762 0.06730769 0.07229720
+## [25,] 0.08054406 0.06296242 0.06730769
+##
+## $pwp_p
+## [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] [,13]
+## [1,] 0 0 0 0 0 0 0 0 0 0 0 0 0
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+## [24,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [25,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [,14] [,15] [,16] [,17] [,18] [,19] [,20] [,21] [,22]
+## [1,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [2,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [3,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [4,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [5,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [6,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [7,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [8,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [9,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [10,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [11,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [12,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [13,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [14,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [15,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [16,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [17,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [18,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [19,] 0 0 0 0 0 0.026397880 0.01754784 0.006313436 0
+## [20,] 0 0 0 0 0 0.005113067 0.03672305 0.009771653 0
+## [21,] 0 0 0 0 0 0.004953280 0.02631100 0.013295033 0
+## [22,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [23,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [24,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [25,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [,23] [,24] [,25]
+## [1,] 0 0 0
+## [2,] 0 0 0
+## [3,] 0 0 0
+## [4,] 0 0 0
+## [5,] 0 0 0
+## [6,] 0 0 0
+## [7,] 0 0 0
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+## [9,] 0 0 0
+## [10,] 0 0 0
+## [11,] 0 0 0
+## [12,] 0 0 0
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+## [14,] 0 0 0
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+## [21,] 0 0 0
+## [22,] 0 0 0
+## [23,] 0 0 0
+## [24,] 0 0 0
+## [25,] 0 0 0
+##
+## $pwn_p
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+## [1,] 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000
+## [2,] 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000
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+## [19,] 0.0009562842 0.0009562842 0.0009562842 0.0009562842 0.0009562842
+## [20,] 0.0041325137 0.0041325137 0.0041325137 0.0041325137 0.0041325137
+## [21,] 0.0022882514 0.0022882514 0.0022882514 0.0022882514 0.0022882514
+## [22,] 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000
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+## [25,] 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000
+## [,6] [,7] [,8] [,9] [,10]
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+## [19,] 0.0009562842 0.0009562842 0.0009562842 0.0009562842 0.0009562842
+## [20,] 0.0041325137 0.0041325137 0.0041325137 0.0041325137 0.0041325137
+## [21,] 0.0022882514 0.0022882514 0.0022882514 0.0022882514 0.0022882514
+## [22,] 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000
+## [23,] 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000
+## [24,] 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000
+## [25,] 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000
+## [,11] [,12] [,13] [,14] [,15] [,16]
+## [1,] 0.0000000000 0.0000000000 0.000000000 0.000000000 0.000000000 0.000000000
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+## [5,] 0.0000000000 0.0000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [6,] 0.0000000000 0.0000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [7,] 0.0000000000 0.0000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [8,] 0.0000000000 0.0000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [9,] 0.0000000000 0.0000000000 0.000000000 0.000000000 0.000000000 0.000000000
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+## [11,] 0.0000000000 0.0000000000 0.000000000 0.000000000 0.000000000 0.000000000
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+## [13,] 0.0000000000 0.0000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [14,] 0.0000000000 0.0000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [15,] 0.0000000000 0.0000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [16,] 0.0000000000 0.0000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [17,] 0.0000000000 0.0000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [18,] 0.0000000000 0.0000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [19,] 0.0009562842 0.0009562842 0.002774966 0.002774966 0.002774966 0.002774966
+## [20,] 0.0041325137 0.0041325137 0.012529110 0.012529110 0.012529110 0.012529110
+## [21,] 0.0022882514 0.0022882514 0.004605263 0.004605263 0.004605263 0.004605263
+## [22,] 0.0000000000 0.0000000000 0.000000000 0.000000000 0.000000000 0.000000000
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+## [25,] 0.0000000000 0.0000000000 0.000000000 0.000000000 0.000000000 0.000000000
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+## [19,] 0.07620356 0.21276596 1.4800124 0.2742323 0.2763483 0.2812500 0.1418691
+## [20,] 0.13321745 0.09129637 0.2866671 0.5738964 0.4277196 0.4576485 0.2378125
+## [21,] 0.12046485 0.20187437 0.2777085 0.4111802 0.5819431 0.4131944 0.2518797
+## [22,] 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
+## [23,] 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
+## [24,] 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
+## [25,] 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
+## [,24] [,25]
+## [1,] 0.00000000 0.00000000
+## [2,] 0.00000000 0.00000000
+## [3,] 0.00000000 0.00000000
+## [4,] 0.00000000 0.00000000
+## [5,] 0.00000000 0.00000000
+## [6,] 0.00000000 0.00000000
+## [7,] 0.00000000 0.00000000
+## [8,] 0.00000000 0.00000000
+## [9,] 0.00000000 0.00000000
+## [10,] 0.00000000 0.00000000
+## [11,] 0.00000000 0.00000000
+## [12,] 0.00000000 0.00000000
+## [13,] 0.00000000 0.00000000
+## [14,] 0.00000000 0.00000000
+## [15,] 0.00000000 0.00000000
+## [16,] 0.00000000 0.00000000
+## [17,] 0.00000000 0.00000000
+## [18,] 0.00000000 0.00000000
+## [19,] 0.06410256 0.07123043
+## [20,] 0.04952349 0.05522577
+## [21,] 0.15445665 0.17441467
+## [22,] 0.00000000 0.00000000
+## [23,] 0.00000000 0.00000000
+## [24,] 0.00000000 0.00000000
+## [25,] 0.00000000 0.00000000
+##
+## $nwp_p
+## [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] [,13]
+## [1,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [2,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [3,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [4,] 0 0 0 0 0 0 0 0 0 0 0 0 0
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+## [6,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [7,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [8,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [9,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [10,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [11,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [12,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [13,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [14,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [15,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [16,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [17,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [18,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [19,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [20,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [21,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [22,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [23,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [24,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [25,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [,14] [,15] [,16] [,17] [,18] [,19] [,20] [,21] [,22]
+## [1,] 0 0 0 0 0 0.0534223254 0.237134606 0.129464519 0
+## [2,] 0 0 0 0 0 0.0534223254 0.237134606 0.129464519 0
+## [3,] 0 0 0 0 0 0.0534223254 0.237134606 0.129464519 0
+## [4,] 0 0 0 0 0 0.0534223254 0.237134606 0.129464519 0
+## [5,] 0 0 0 0 0 0.0534223254 0.237134606 0.129464519 0
+## [6,] 0 0 0 0 0 0.0534223254 0.237134606 0.129464519 0
+## [7,] 0 0 0 0 0 0.0534223254 0.237134606 0.129464519 0
+## [8,] 0 0 0 0 0 0.0534223254 0.237134606 0.129464519 0
+## [9,] 0 0 0 0 0 0.0534223254 0.237134606 0.129464519 0
+## [10,] 0 0 0 0 0 0.0534223254 0.237134606 0.129464519 0
+## [11,] 0 0 0 0 0 0.0534223254 0.237134606 0.129464519 0
+## [12,] 0 0 0 0 0 0.0534223254 0.237134606 0.129464519 0
+## [13,] 0 0 0 0 0 0.0004862767 0.007535088 0.001028616 0
+## [14,] 0 0 0 0 0 0.0004862767 0.007535088 0.001028616 0
+## [15,] 0 0 0 0 0 0.0004862767 0.007535088 0.001028616 0
+## [16,] 0 0 0 0 0 0.0004862767 0.007535088 0.001028616 0
+## [17,] 0 0 0 0 0 0.0026707364 0.016023566 0.005381323 0
+## [18,] 0 0 0 0 0 0.0074568931 0.010981245 0.009017993 0
+## [19,] 0 0 0 0 0 0.0263978795 0.017547845 0.006313436 0
+## [20,] 0 0 0 0 0 0.0051130670 0.036723049 0.009771653 0
+## [21,] 0 0 0 0 0 0.0049532799 0.026311004 0.013295033 0
+## [22,] 0 0 0 0 0 0.0049285403 0.027523279 0.009228969 0
+## [23,] 0 0 0 0 0 0.0024860713 0.014302194 0.005625898 0
+## [24,] 0 0 0 0 0 0.0011233140 0.002978374 0.003449891 0
+## [25,] 0 0 0 0 0 0.0010870544 0.002892477 0.003392670 0
+## [,23] [,24] [,25]
+## [1,] 0 0 0
+## [2,] 0 0 0
+## [3,] 0 0 0
+## [4,] 0 0 0
+## [5,] 0 0 0
+## [6,] 0 0 0
+## [7,] 0 0 0
+## [8,] 0 0 0
+## [9,] 0 0 0
+## [10,] 0 0 0
+## [11,] 0 0 0
+## [12,] 0 0 0
+## [13,] 0 0 0
+## [14,] 0 0 0
+## [15,] 0 0 0
+## [16,] 0 0 0
+## [17,] 0 0 0
+## [18,] 0 0 0
+## [19,] 0 0 0
+## [20,] 0 0 0
+## [21,] 0 0 0
+## [22,] 0 0 0
+## [23,] 0 0 0
+## [24,] 0 0 0
+## [25,] 0 0 0
+##
+## $nwn_p
+## [,1] [,2] [,3] [,4] [,5]
+## [1,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [2,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [3,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [4,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [5,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [6,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [7,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [8,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [9,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [10,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [11,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [12,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [13,] 1.536885e-02 1.536885e-02 1.536885e-02 1.536885e-02 1.536885e-02
+## [14,] 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03
+## [15,] 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03
+## [16,] 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03
+## [17,] 3.244536e-04 3.244536e-04 3.244536e-04 3.244536e-04 3.244536e-04
+## [18,] 2.049180e-04 2.049180e-04 2.049180e-04 2.049180e-04 2.049180e-04
+## [19,] 9.562842e-04 9.562842e-04 9.562842e-04 9.562842e-04 9.562842e-04
+## [20,] 4.132514e-03 4.132514e-03 4.132514e-03 4.132514e-03 4.132514e-03
+## [21,] 2.288251e-03 2.288251e-03 2.288251e-03 2.288251e-03 2.288251e-03
+## [22,] 5.122951e-04 5.122951e-04 5.122951e-04 5.122951e-04 5.122951e-04
+## [23,] 3.415301e-04 3.415301e-04 3.415301e-04 3.415301e-04 3.415301e-04
+## [24,] 8.538251e-05 8.538251e-05 8.538251e-05 8.538251e-05 8.538251e-05
+## [25,] 7.435820e-05 7.435820e-05 7.435820e-05 7.435820e-05 7.435820e-05
+## [,6] [,7] [,8] [,9] [,10]
+## [1,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [2,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [3,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [4,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [5,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [6,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [7,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [8,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [9,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [10,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [11,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [12,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
+## [13,] 1.536885e-02 1.536885e-02 1.536885e-02 1.536885e-02 1.536885e-02
+## [14,] 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03
+## [15,] 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03
+## [16,] 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03 1.622268e-03
+## [17,] 3.244536e-04 3.244536e-04 3.244536e-04 3.244536e-04 3.244536e-04
+## [18,] 2.049180e-04 2.049180e-04 2.049180e-04 2.049180e-04 2.049180e-04
+## [19,] 9.562842e-04 9.562842e-04 9.562842e-04 9.562842e-04 9.562842e-04
+## [20,] 4.132514e-03 4.132514e-03 4.132514e-03 4.132514e-03 4.132514e-03
+## [21,] 2.288251e-03 2.288251e-03 2.288251e-03 2.288251e-03 2.288251e-03
+## [22,] 5.122951e-04 5.122951e-04 5.122951e-04 5.122951e-04 5.122951e-04
+## [23,] 3.415301e-04 3.415301e-04 3.415301e-04 3.415301e-04 3.415301e-04
+## [24,] 8.538251e-05 8.538251e-05 8.538251e-05 8.538251e-05 8.538251e-05
+## [25,] 7.435820e-05 7.435820e-05 7.435820e-05 7.435820e-05 7.435820e-05
+## [,11] [,12] [,13] [,14] [,15] [,16]
+## [1,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
+## [2,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
+## [3,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
+## [4,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
+## [5,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
+## [6,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
+## [7,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
+## [8,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
+## [9,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
+## [10,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
+## [11,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
+## [12,] 0.000000e+00 0.000000e+00 0.184426230 0.019467213 0.019467213 0.019467213
+## [13,] 1.536885e-02 1.536885e-02 0.023026316 0.023026316 0.023026316 0.023026316
+## [14,] 1.622268e-03 1.622268e-03 0.023026316 0.023026316 0.023026316 0.023026316
+## [15,] 1.622268e-03 1.622268e-03 0.023026316 0.023026316 0.023026316 0.023026316
+## [16,] 1.622268e-03 1.622268e-03 0.023026316 0.023026316 0.023026316 0.023026316
+## [17,] 3.244536e-04 3.244536e-04 0.018300215 0.018300215 0.018300215 0.018300215
+## [18,] 2.049180e-04 2.049180e-04 0.009238522 0.009238522 0.009238522 0.009238522
+## [19,] 9.562842e-04 9.562842e-04 0.002774966 0.002774966 0.002774966 0.002774966
+## [20,] 4.132514e-03 4.132514e-03 0.012529110 0.012529110 0.012529110 0.012529110
+## [21,] 2.288251e-03 2.288251e-03 0.004605263 0.004605263 0.004605263 0.004605263
+## [22,] 5.122951e-04 5.122951e-04 0.001315789 0.001315789 0.001315789 0.001315789
+## [23,] 3.415301e-04 3.415301e-04 0.002412281 0.002412281 0.002412281 0.002412281
+## [24,] 8.538251e-05 8.538251e-05 0.000000000 0.000000000 0.000000000 0.000000000
+## [25,] 7.435820e-05 7.435820e-05 0.000000000 0.000000000 0.000000000 0.000000000
+## [,17] [,18] [,19] [,20] [,21] [,22]
+## [1,] 0.01946721 0.01229508 0.06133177 0.25876703 0.14512564 0.06147541
+## [2,] 0.01946721 0.01229508 0.06133177 0.25876703 0.14512564 0.06147541
+## [3,] 0.01946721 0.01229508 0.06133177 0.25876703 0.14512564 0.06147541
+## [4,] 0.01946721 0.01229508 0.06133177 0.25876703 0.14512564 0.06147541
+## [5,] 0.01946721 0.01229508 0.06133177 0.25876703 0.14512564 0.06147541
+## [6,] 0.01946721 0.01229508 0.06133177 0.25876703 0.14512564 0.06147541
+## [7,] 0.01946721 0.01229508 0.06133177 0.25876703 0.14512564 0.06147541
+## [8,] 0.01946721 0.01229508 0.06133177 0.25876703 0.14512564 0.06147541
+## [9,] 0.01946721 0.01229508 0.06133177 0.25876703 0.14512564 0.06147541
+## [10,] 0.01946721 0.01229508 0.06133177 0.25876703 0.14512564 0.06147541
+## [11,] 0.01946721 0.01229508 0.06133177 0.25876703 0.14512564 0.06147541
+## [12,] 0.01946721 0.01229508 0.06133177 0.25876703 0.14512564 0.06147541
+## [13,] 0.09150107 0.04619261 0.02726339 0.11775602 0.04502402 0.01315789
+## [14,] 0.09150107 0.04619261 0.02726339 0.11775602 0.04502402 0.01315789
+## [15,] 0.09150107 0.04619261 0.02726339 0.11775602 0.04502402 0.01315789
+## [16,] 0.09150107 0.04619261 0.02726339 0.11775602 0.04502402 0.01315789
+## [17,] 1.90816327 0.28712549 0.14973638 0.25041133 0.23554838 0.13010204
+## [18,] 0.28712549 3.12765957 0.41807502 0.17161149 0.39473074 0.17059271
+## [19,] 0.07620356 0.21276596 1.48001238 0.27423228 0.27634835 0.28125000
+## [20,] 0.13321745 0.09129637 0.28666706 0.57389642 0.42771957 0.45764855
+## [21,] 0.12046485 0.20187437 0.27770850 0.41118022 0.58194306 0.41319444
+## [22,] 0.06505102 0.08529635 0.27632146 0.43012527 0.40396548 0.47321429
+## [23,] 0.02846402 0.06527622 0.13938302 0.22351026 0.24625380 0.28320802
+## [24,] 0.02178179 0.01227496 0.06297925 0.04654511 0.15100676 0.14886676
+## [25,] 0.02145241 0.01193156 0.06094633 0.04520273 0.14850214 0.14454365
+## [,23] [,24] [,25]
+## [1,] 0.04098361 0.01024590 0.01024590
+## [2,] 0.04098361 0.01024590 0.01024590
+## [3,] 0.04098361 0.01024590 0.01024590
+## [4,] 0.04098361 0.01024590 0.01024590
+## [5,] 0.04098361 0.01024590 0.01024590
+## [6,] 0.04098361 0.01024590 0.01024590
+## [7,] 0.04098361 0.01024590 0.01024590
+## [8,] 0.04098361 0.01024590 0.01024590
+## [9,] 0.04098361 0.01024590 0.01024590
+## [10,] 0.04098361 0.01024590 0.01024590
+## [11,] 0.04098361 0.01024590 0.01024590
+## [12,] 0.04098361 0.01024590 0.01024590
+## [13,] 0.02412281 0.00000000 0.00000000
+## [14,] 0.02412281 0.00000000 0.00000000
+## [15,] 0.02412281 0.00000000 0.00000000
+## [16,] 0.02412281 0.00000000 0.00000000
+## [17,] 0.05692803 0.04356358 0.04926587
+## [18,] 0.13055244 0.02454992 0.02740106
+## [19,] 0.14186910 0.06410256 0.07123043
+## [20,] 0.23781245 0.04952349 0.05522577
+## [21,] 0.25187970 0.15445665 0.17441467
+## [22,] 0.28320802 0.14886676 0.16597363
+## [23,] 0.31578947 0.08535762 0.09248549
+## [24,] 0.08535762 0.06730769 0.07229720
+## [25,] 0.08054406 0.06296242 0.06730769
+##
+## $cnt_matrix_c
+## [,1] [,2] [,3] [,4] [,5]
+## [1,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [2,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [3,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [4,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [5,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [6,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [7,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [8,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [9,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [10,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [11,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [12,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [13,] 3.765818e-03 3.765818e-03 3.765818e-03 3.765818e-03 3.765818e-03
+## [14,] 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03
+## [15,] 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03
+## [16,] 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03
+## [17,] 4.251701e-04 4.251701e-04 4.251701e-04 4.251701e-04 4.251701e-04
+## [18,] 4.432624e-04 4.432624e-04 4.432624e-04 4.432624e-04 4.432624e-04
+## [19,] 5.341880e-04 5.341880e-04 5.341880e-04 5.341880e-04 5.341880e-04
+## [20,] 2.314848e-03 2.314848e-03 2.314848e-03 2.314848e-03 2.314848e-03
+## [21,] 1.356904e-03 1.356904e-03 1.356904e-03 1.356904e-03 1.356904e-03
+## [22,] 1.488095e-03 1.488095e-03 1.488095e-03 1.488095e-03 1.488095e-03
+## [23,] 3.415301e-05 3.415301e-05 3.415301e-05 3.415301e-05 3.415301e-05
+## [24,] 5.122951e-05 5.122951e-05 5.122951e-05 5.122951e-05 5.122951e-05
+## [25,] 4.461492e-05 4.461492e-05 4.461492e-05 4.461492e-05 4.461492e-05
+## [,6] [,7] [,8] [,9] [,10]
+## [1,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [2,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [3,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [4,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [5,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [6,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [7,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [8,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [9,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [10,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [11,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [12,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [13,] 3.765818e-03 3.765818e-03 3.765818e-03 3.765818e-03 3.765818e-03
+## [14,] 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03
+## [15,] 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03
+## [16,] 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03
+## [17,] 4.251701e-04 4.251701e-04 4.251701e-04 4.251701e-04 4.251701e-04
+## [18,] 4.432624e-04 4.432624e-04 4.432624e-04 4.432624e-04 4.432624e-04
+## [19,] 5.341880e-04 5.341880e-04 5.341880e-04 5.341880e-04 5.341880e-04
+## [20,] 2.314848e-03 2.314848e-03 2.314848e-03 2.314848e-03 2.314848e-03
+## [21,] 1.356904e-03 1.356904e-03 1.356904e-03 1.356904e-03 1.356904e-03
+## [22,] 1.488095e-03 1.488095e-03 1.488095e-03 1.488095e-03 1.488095e-03
+## [23,] 3.415301e-05 3.415301e-05 3.415301e-05 3.415301e-05 3.415301e-05
+## [24,] 5.122951e-05 5.122951e-05 5.122951e-05 5.122951e-05 5.122951e-05
+## [25,] 4.461492e-05 4.461492e-05 4.461492e-05 4.461492e-05 4.461492e-05
+## [,11] [,12] [,13] [,14] [,15] [,16]
+## [1,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [2,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [3,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [4,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [5,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [6,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [7,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [8,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [9,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [10,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [11,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [12,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [13,] 3.765818e-03 3.765818e-03 0.24342105 0.24342105 0.24342105 0.24342105
+## [14,] 2.741228e-03 2.741228e-03 0.24342105 0.24342105 0.24342105 0.24342105
+## [15,] 2.741228e-03 2.741228e-03 0.24342105 0.24342105 0.24342105 0.24342105
+## [16,] 2.741228e-03 2.741228e-03 0.24342105 0.24342105 0.24342105 0.24342105
+## [17,] 4.251701e-04 4.251701e-04 0.10895542 0.10895542 0.10895542 0.10895542
+## [18,] 4.432624e-04 4.432624e-04 0.04227324 0.04227324 0.04227324 0.04227324
+## [19,] 5.341880e-04 5.341880e-04 0.03510459 0.03510459 0.03510459 0.03510459
+## [20,] 2.314848e-03 2.314848e-03 0.08569516 0.08569516 0.08569516 0.08569516
+## [21,] 1.356904e-03 1.356904e-03 0.06691729 0.06691729 0.06691729 0.06691729
+## [22,] 1.488095e-03 1.488095e-03 0.03639568 0.03639568 0.03639568 0.03639568
+## [23,] 3.415301e-05 3.415301e-05 0.01074561 0.01074561 0.01074561 0.01074561
+## [24,] 5.122951e-05 5.122951e-05 0.01093117 0.01093117 0.01093117 0.01093117
+## [25,] 4.461492e-05 4.461492e-05 0.01076128 0.01076128 0.01076128 0.01076128
+## [,17] [,18] [,19] [,20] [,21] [,22]
+## [1,] 0.02551020 0.02659574 0.06410256 0.27778181 0.1628285 0.17857143
+## [2,] 0.02551020 0.02659574 0.06410256 0.27778181 0.1628285 0.17857143
+## [3,] 0.02551020 0.02659574 0.06410256 0.27778181 0.1628285 0.17857143
+## [4,] 0.02551020 0.02659574 0.06410256 0.27778181 0.1628285 0.17857143
+## [5,] 0.02551020 0.02659574 0.06410256 0.27778181 0.1628285 0.17857143
+## [6,] 0.02551020 0.02659574 0.06410256 0.27778181 0.1628285 0.17857143
+## [7,] 0.02551020 0.02659574 0.06410256 0.27778181 0.1628285 0.17857143
+## [8,] 0.02551020 0.02659574 0.06410256 0.27778181 0.1628285 0.17857143
+## [9,] 0.02551020 0.02659574 0.06410256 0.27778181 0.1628285 0.17857143
+## [10,] 0.02551020 0.02659574 0.06410256 0.27778181 0.1628285 0.17857143
+## [11,] 0.02551020 0.02659574 0.06410256 0.27778181 0.1628285 0.17857143
+## [12,] 0.02551020 0.02659574 0.06410256 0.27778181 0.1628285 0.17857143
+## [13,] 0.54477712 0.21136618 0.35104588 0.85695156 0.6691729 0.36395677
+## [14,] 0.54477712 0.21136618 0.35104588 0.85695156 0.6691729 0.36395677
+## [15,] 0.54477712 0.21136618 0.35104588 0.85695156 0.6691729 0.36395677
+## [16,] 0.54477712 0.21136618 0.35104588 0.85695156 0.6691729 0.36395677
+## [17,] 3.21428571 0.46743378 0.37127159 0.88396243 1.0958050 0.21173469
+## [18,] 0.46743378 2.58510638 0.55373704 0.32945773 0.9891928 0.29711246
+## [19,] 0.18563579 0.27686852 1.79487179 0.24478103 0.4117827 0.44162088
+## [20,] 0.44198122 0.16472886 0.24478103 0.63716814 0.2121084 0.21361410
+## [21,] 0.54790249 0.49459642 0.41178266 0.21210844 0.6269841 0.20386905
+## [22,] 0.10586735 0.14855623 0.44162088 0.21361410 0.2038690 0.44642857
+## [23,] 0.06569996 0.05809071 0.08316464 0.15859339 0.1244779 0.18115602
+## [24,] 0.03777473 0.07395663 0.09455128 0.03327093 0.1494200 0.08602335
+## [25,] 0.03662190 0.07309814 0.09351669 0.03269962 0.1437840 0.08112383
+## [,23] [,24] [,25]
+## [1,] 0.004098361 0.006147541 0.006147541
+## [2,] 0.004098361 0.006147541 0.006147541
+## [3,] 0.004098361 0.006147541 0.006147541
+## [4,] 0.004098361 0.006147541 0.006147541
+## [5,] 0.004098361 0.006147541 0.006147541
+## [6,] 0.004098361 0.006147541 0.006147541
+## [7,] 0.004098361 0.006147541 0.006147541
+## [8,] 0.004098361 0.006147541 0.006147541
+## [9,] 0.004098361 0.006147541 0.006147541
+## [10,] 0.004098361 0.006147541 0.006147541
+## [11,] 0.004098361 0.006147541 0.006147541
+## [12,] 0.004098361 0.006147541 0.006147541
+## [13,] 0.107456140 0.109311741 0.123567464
+## [14,] 0.107456140 0.109311741 0.123567464
+## [15,] 0.107456140 0.109311741 0.123567464
+## [16,] 0.107456140 0.109311741 0.123567464
+## [17,] 0.131399928 0.075549451 0.084102884
+## [18,] 0.116181411 0.147913257 0.167871269
+## [19,] 0.083164642 0.094551282 0.107381432
+## [20,] 0.158593386 0.033270933 0.037547649
+## [21,] 0.124477861 0.149420024 0.165101319
+## [22,] 0.181156015 0.086023352 0.093151213
+## [23,] 0.350877193 0.090587045 0.099140478
+## [24,] 0.090587045 0.278846154 0.299516952
+## [25,] 0.086339784 0.260844302 0.278846154
+##
+## $cnt_matrix_c_h
+## [,1] [,2] [,3] [,4] [,5]
+## [1,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [2,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [3,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [4,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [5,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [6,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [7,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [8,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [9,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [10,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [11,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [12,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [13,] 3.765818e-03 3.765818e-03 3.765818e-03 3.765818e-03 3.765818e-03
+## [14,] 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03
+## [15,] 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03
+## [16,] 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03
+## [17,] 4.251701e-04 4.251701e-04 4.251701e-04 4.251701e-04 4.251701e-04
+## [18,] 4.432624e-04 4.432624e-04 4.432624e-04 4.432624e-04 4.432624e-04
+## [19,] 5.341880e-04 5.341880e-04 5.341880e-04 5.341880e-04 5.341880e-04
+## [20,] 2.314848e-03 2.314848e-03 2.314848e-03 2.314848e-03 2.314848e-03
+## [21,] 1.356904e-03 1.356904e-03 1.356904e-03 1.356904e-03 1.356904e-03
+## [22,] 1.488095e-03 1.488095e-03 1.488095e-03 1.488095e-03 1.488095e-03
+## [23,] 3.415301e-05 3.415301e-05 3.415301e-05 3.415301e-05 3.415301e-05
+## [24,] 5.122951e-05 5.122951e-05 5.122951e-05 5.122951e-05 5.122951e-05
+## [25,] 4.461492e-05 4.461492e-05 4.461492e-05 4.461492e-05 4.461492e-05
+## [,6] [,7] [,8] [,9] [,10]
+## [1,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [2,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [3,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [4,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [5,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [6,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [7,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [8,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [9,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [10,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [11,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [12,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [13,] 3.765818e-03 3.765818e-03 3.765818e-03 3.765818e-03 3.765818e-03
+## [14,] 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03
+## [15,] 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03
+## [16,] 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03
+## [17,] 4.251701e-04 4.251701e-04 4.251701e-04 4.251701e-04 4.251701e-04
+## [18,] 4.432624e-04 4.432624e-04 4.432624e-04 4.432624e-04 4.432624e-04
+## [19,] 5.341880e-04 5.341880e-04 5.341880e-04 5.341880e-04 5.341880e-04
+## [20,] 2.314848e-03 2.314848e-03 2.314848e-03 2.314848e-03 2.314848e-03
+## [21,] 1.356904e-03 1.356904e-03 1.356904e-03 1.356904e-03 1.356904e-03
+## [22,] 1.488095e-03 1.488095e-03 1.488095e-03 1.488095e-03 1.488095e-03
+## [23,] 3.415301e-05 3.415301e-05 3.415301e-05 3.415301e-05 3.415301e-05
+## [24,] 5.122951e-05 5.122951e-05 5.122951e-05 5.122951e-05 5.122951e-05
+## [25,] 4.461492e-05 4.461492e-05 4.461492e-05 4.461492e-05 4.461492e-05
+## [,11] [,12] [,13] [,14] [,15] [,16]
+## [1,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [2,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [3,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [4,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [5,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [6,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [7,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [8,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [9,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [10,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [11,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [12,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [13,] 3.765818e-03 3.765818e-03 0.24342105 0.24342105 0.24342105 0.24342105
+## [14,] 2.741228e-03 2.741228e-03 0.24342105 0.24342105 0.24342105 0.24342105
+## [15,] 2.741228e-03 2.741228e-03 0.24342105 0.24342105 0.24342105 0.24342105
+## [16,] 2.741228e-03 2.741228e-03 0.24342105 0.24342105 0.24342105 0.24342105
+## [17,] 4.251701e-04 4.251701e-04 0.10895542 0.10895542 0.10895542 0.10895542
+## [18,] 4.432624e-04 4.432624e-04 0.04227324 0.04227324 0.04227324 0.04227324
+## [19,] 5.341880e-04 5.341880e-04 0.03510459 0.03510459 0.03510459 0.03510459
+## [20,] 2.314848e-03 2.314848e-03 0.08569516 0.08569516 0.08569516 0.08569516
+## [21,] 1.356904e-03 1.356904e-03 0.06691729 0.06691729 0.06691729 0.06691729
+## [22,] 1.488095e-03 1.488095e-03 0.03639568 0.03639568 0.03639568 0.03639568
+## [23,] 3.415301e-05 3.415301e-05 0.01074561 0.01074561 0.01074561 0.01074561
+## [24,] 5.122951e-05 5.122951e-05 0.01093117 0.01093117 0.01093117 0.01093117
+## [25,] 4.461492e-05 4.461492e-05 0.01076128 0.01076128 0.01076128 0.01076128
+## [,17] [,18] [,19] [,20] [,21] [,22]
+## [1,] 0.02551020 0.02659574 0.06410256 0.27778181 0.1628285 0.17857143
+## [2,] 0.02551020 0.02659574 0.06410256 0.27778181 0.1628285 0.17857143
+## [3,] 0.02551020 0.02659574 0.06410256 0.27778181 0.1628285 0.17857143
+## [4,] 0.02551020 0.02659574 0.06410256 0.27778181 0.1628285 0.17857143
+## [5,] 0.02551020 0.02659574 0.06410256 0.27778181 0.1628285 0.17857143
+## [6,] 0.02551020 0.02659574 0.06410256 0.27778181 0.1628285 0.17857143
+## [7,] 0.02551020 0.02659574 0.06410256 0.27778181 0.1628285 0.17857143
+## [8,] 0.02551020 0.02659574 0.06410256 0.27778181 0.1628285 0.17857143
+## [9,] 0.02551020 0.02659574 0.06410256 0.27778181 0.1628285 0.17857143
+## [10,] 0.02551020 0.02659574 0.06410256 0.27778181 0.1628285 0.17857143
+## [11,] 0.02551020 0.02659574 0.06410256 0.27778181 0.1628285 0.17857143
+## [12,] 0.02551020 0.02659574 0.06410256 0.27778181 0.1628285 0.17857143
+## [13,] 0.54477712 0.21136618 0.35104588 0.85695156 0.6691729 0.36395677
+## [14,] 0.54477712 0.21136618 0.35104588 0.85695156 0.6691729 0.36395677
+## [15,] 0.54477712 0.21136618 0.35104588 0.85695156 0.6691729 0.36395677
+## [16,] 0.54477712 0.21136618 0.35104588 0.85695156 0.6691729 0.36395677
+## [17,] 3.21428571 0.46743378 0.37127159 0.88396243 1.0958050 0.21173469
+## [18,] 0.46743378 2.58510638 0.55373704 0.32945773 0.9891928 0.29711246
+## [19,] 0.18563579 0.27686852 1.79487179 0.24478103 0.4117827 0.44162088
+## [20,] 0.44198122 0.16472886 0.24478103 0.63716814 0.2121084 0.21361410
+## [21,] 0.54790249 0.49459642 0.41178266 0.21210844 0.6269841 0.20386905
+## [22,] 0.10586735 0.14855623 0.44162088 0.21361410 0.2038690 0.44642857
+## [23,] 0.06569996 0.05809071 0.08316464 0.15859339 0.1244779 0.18115602
+## [24,] 0.03777473 0.07395663 0.09455128 0.03327093 0.1494200 0.08602335
+## [25,] 0.03662190 0.07309814 0.09351669 0.03269962 0.1437840 0.08112383
+## [,23] [,24] [,25]
+## [1,] 0.004098361 0.006147541 0.006147541
+## [2,] 0.004098361 0.006147541 0.006147541
+## [3,] 0.004098361 0.006147541 0.006147541
+## [4,] 0.004098361 0.006147541 0.006147541
+## [5,] 0.004098361 0.006147541 0.006147541
+## [6,] 0.004098361 0.006147541 0.006147541
+## [7,] 0.004098361 0.006147541 0.006147541
+## [8,] 0.004098361 0.006147541 0.006147541
+## [9,] 0.004098361 0.006147541 0.006147541
+## [10,] 0.004098361 0.006147541 0.006147541
+## [11,] 0.004098361 0.006147541 0.006147541
+## [12,] 0.004098361 0.006147541 0.006147541
+## [13,] 0.107456140 0.109311741 0.123567464
+## [14,] 0.107456140 0.109311741 0.123567464
+## [15,] 0.107456140 0.109311741 0.123567464
+## [16,] 0.107456140 0.109311741 0.123567464
+## [17,] 0.131399928 0.075549451 0.084102884
+## [18,] 0.116181411 0.147913257 0.167871269
+## [19,] 0.083164642 0.094551282 0.107381432
+## [20,] 0.158593386 0.033270933 0.037547649
+## [21,] 0.124477861 0.149420024 0.165101319
+## [22,] 0.181156015 0.086023352 0.093151213
+## [23,] 0.350877193 0.090587045 0.099140478
+## [24,] 0.090587045 0.278846154 0.299516952
+## [25,] 0.086339784 0.260844302 0.278846154
+##
+## $pwp_c
+## [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] [,13]
+## [1,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [2,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [3,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [4,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [5,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [6,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [7,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [8,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [9,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [10,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [11,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [12,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [13,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [14,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [15,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [16,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [17,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [18,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [19,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [20,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [21,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [22,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [23,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [24,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [25,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [,14] [,15] [,16] [,17] [,18] [,19] [,20] [,21] [,22]
+## [1,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [2,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [3,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [4,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [5,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [6,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [7,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [8,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [9,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [10,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [11,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [12,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [13,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [14,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [15,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [16,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [17,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [18,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [19,] 0 0 0 0 0 0.031452793 0.01472129 0.009197436 0
+## [20,] 0 0 0 0 0 0.004289469 0.03831970 0.004737581 0
+## [21,] 0 0 0 0 0 0.007215955 0.01275634 0.014004102 0
+## [22,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [23,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [24,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [25,] 0 0 0 0 0 0.000000000 0.00000000 0.000000000 0
+## [,23] [,24] [,25]
+## [1,] 0 0 0
+## [2,] 0 0 0
+## [3,] 0 0 0
+## [4,] 0 0 0
+## [5,] 0 0 0
+## [6,] 0 0 0
+## [7,] 0 0 0
+## [8,] 0 0 0
+## [9,] 0 0 0
+## [10,] 0 0 0
+## [11,] 0 0 0
+## [12,] 0 0 0
+## [13,] 0 0 0
+## [14,] 0 0 0
+## [15,] 0 0 0
+## [16,] 0 0 0
+## [17,] 0 0 0
+## [18,] 0 0 0
+## [19,] 0 0 0
+## [20,] 0 0 0
+## [21,] 0 0 0
+## [22,] 0 0 0
+## [23,] 0 0 0
+## [24,] 0 0 0
+## [25,] 0 0 0
+##
+## $pwn_c
+## [,1] [,2] [,3] [,4] [,5] [,6]
+## [1,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [2,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [3,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [4,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [5,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [6,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [7,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [8,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [9,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [10,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [11,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [12,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [13,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [14,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [15,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [16,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [17,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [18,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [19,] 0.000534188 0.000534188 0.000534188 0.000534188 0.000534188 0.000534188
+## [20,] 0.002314848 0.002314848 0.002314848 0.002314848 0.002314848 0.002314848
+## [21,] 0.001356904 0.001356904 0.001356904 0.001356904 0.001356904 0.001356904
+## [22,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [23,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [24,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [25,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [,7] [,8] [,9] [,10] [,11] [,12]
+## [1,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [2,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [3,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [4,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [5,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [6,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [7,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [8,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [9,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [10,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [11,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [12,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [13,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [14,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [15,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [16,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [17,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [18,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [19,] 0.000534188 0.000534188 0.000534188 0.000534188 0.000534188 0.000534188
+## [20,] 0.002314848 0.002314848 0.002314848 0.002314848 0.002314848 0.002314848
+## [21,] 0.001356904 0.001356904 0.001356904 0.001356904 0.001356904 0.001356904
+## [22,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [23,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [24,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [25,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
+## [,13] [,14] [,15] [,16] [,17] [,18] [,19]
+## [1,] 0.00000000 0.00000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
+## [2,] 0.00000000 0.00000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
+## [3,] 0.00000000 0.00000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
+## [4,] 0.00000000 0.00000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
+## [5,] 0.00000000 0.00000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
+## [6,] 0.00000000 0.00000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
+## [7,] 0.00000000 0.00000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
+## [8,] 0.00000000 0.00000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
+## [9,] 0.00000000 0.00000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
+## [10,] 0.00000000 0.00000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
+## [11,] 0.00000000 0.00000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
+## [12,] 0.00000000 0.00000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
+## [13,] 0.00000000 0.00000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
+## [14,] 0.00000000 0.00000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
+## [15,] 0.00000000 0.00000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
+## [16,] 0.00000000 0.00000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
+## [17,] 0.00000000 0.00000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
+## [18,] 0.00000000 0.00000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
+## [19,] 0.03510459 0.03510459 0.03510459 0.03510459 0.1856358 0.2768685 1.7634190
+## [20,] 0.08569516 0.08569516 0.08569516 0.08569516 0.4419812 0.1647289 0.2404916
+## [21,] 0.06691729 0.06691729 0.06691729 0.06691729 0.5479025 0.4945964 0.4045667
+## [22,] 0.00000000 0.00000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
+## [23,] 0.00000000 0.00000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
+## [24,] 0.00000000 0.00000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
+## [25,] 0.00000000 0.00000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
+## [,20] [,21] [,22] [,23] [,24] [,25]
+## [1,] 0.0000000 0.0000000 0.0000000 0.00000000 0.00000000 0.00000000
+## [2,] 0.0000000 0.0000000 0.0000000 0.00000000 0.00000000 0.00000000
+## [3,] 0.0000000 0.0000000 0.0000000 0.00000000 0.00000000 0.00000000
+## [4,] 0.0000000 0.0000000 0.0000000 0.00000000 0.00000000 0.00000000
+## [5,] 0.0000000 0.0000000 0.0000000 0.00000000 0.00000000 0.00000000
+## [6,] 0.0000000 0.0000000 0.0000000 0.00000000 0.00000000 0.00000000
+## [7,] 0.0000000 0.0000000 0.0000000 0.00000000 0.00000000 0.00000000
+## [8,] 0.0000000 0.0000000 0.0000000 0.00000000 0.00000000 0.00000000
+## [9,] 0.0000000 0.0000000 0.0000000 0.00000000 0.00000000 0.00000000
+## [10,] 0.0000000 0.0000000 0.0000000 0.00000000 0.00000000 0.00000000
+## [11,] 0.0000000 0.0000000 0.0000000 0.00000000 0.00000000 0.00000000
+## [12,] 0.0000000 0.0000000 0.0000000 0.00000000 0.00000000 0.00000000
+## [13,] 0.0000000 0.0000000 0.0000000 0.00000000 0.00000000 0.00000000
+## [14,] 0.0000000 0.0000000 0.0000000 0.00000000 0.00000000 0.00000000
+## [15,] 0.0000000 0.0000000 0.0000000 0.00000000 0.00000000 0.00000000
+## [16,] 0.0000000 0.0000000 0.0000000 0.00000000 0.00000000 0.00000000
+## [17,] 0.0000000 0.0000000 0.0000000 0.00000000 0.00000000 0.00000000
+## [18,] 0.0000000 0.0000000 0.0000000 0.00000000 0.00000000 0.00000000
+## [19,] 0.2300597 0.4025852 0.4416209 0.08316464 0.09455128 0.10738143
+## [20,] 0.5988484 0.2073709 0.2136141 0.15859339 0.03327093 0.03754765
+## [21,] 0.1993521 0.6129800 0.2038690 0.12447786 0.14942002 0.16510132
+## [22,] 0.0000000 0.0000000 0.0000000 0.00000000 0.00000000 0.00000000
+## [23,] 0.0000000 0.0000000 0.0000000 0.00000000 0.00000000 0.00000000
+## [24,] 0.0000000 0.0000000 0.0000000 0.00000000 0.00000000 0.00000000
+## [25,] 0.0000000 0.0000000 0.0000000 0.00000000 0.00000000 0.00000000
+##
+## $nwp_c
+## [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] [,13]
+## [1,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [2,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [3,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [4,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [5,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [6,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [7,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [8,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [9,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [10,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [11,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [12,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [13,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [14,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [15,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [16,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [17,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [18,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [19,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [20,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [21,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [22,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [23,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [24,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [25,] 0 0 0 0 0 0 0 0 0 0 0 0 0
+## [,14] [,15] [,16] [,17] [,18] [,19] [,20] [,21] [,22]
+## [1,] 0 0 0 0 0 0.032051282 0.133482797 0.079456619 0
+## [2,] 0 0 0 0 0 0.032051282 0.133482797 0.079456619 0
+## [3,] 0 0 0 0 0 0.032051282 0.133482797 0.079456619 0
+## [4,] 0 0 0 0 0 0.032051282 0.133482797 0.079456619 0
+## [5,] 0 0 0 0 0 0.032051282 0.133482797 0.079456619 0
+## [6,] 0 0 0 0 0 0.032051282 0.133482797 0.079456619 0
+## [7,] 0 0 0 0 0 0.032051282 0.133482797 0.079456619 0
+## [8,] 0 0 0 0 0 0.032051282 0.133482797 0.079456619 0
+## [9,] 0 0 0 0 0 0.032051282 0.133482797 0.079456619 0
+## [10,] 0 0 0 0 0 0.032051282 0.133482797 0.079456619 0
+## [11,] 0 0 0 0 0 0.032051282 0.133482797 0.079456619 0
+## [12,] 0 0 0 0 0 0.032051282 0.133482797 0.079456619 0
+## [13,] 0 0 0 0 0 0.006151622 0.051537620 0.014946416 0
+## [14,] 0 0 0 0 0 0.006151622 0.051537620 0.014946416 0
+## [15,] 0 0 0 0 0 0.006151622 0.051537620 0.014946416 0
+## [16,] 0 0 0 0 0 0.006151622 0.051537620 0.014946416 0
+## [17,] 0 0 0 0 0 0.006506051 0.053162071 0.024475523 0
+## [18,] 0 0 0 0 0 0.009703521 0.019813800 0.022094271 0
+## [19,] 0 0 0 0 0 0.031452793 0.014721289 0.009197436 0
+## [20,] 0 0 0 0 0 0.004289469 0.038319703 0.004737581 0
+## [21,] 0 0 0 0 0 0.007215955 0.012756339 0.014004102 0
+## [22,] 0 0 0 0 0 0.007738831 0.012846890 0.004553549 0
+## [23,] 0 0 0 0 0 0.001457352 0.009537909 0.002780295 0
+## [24,] 0 0 0 0 0 0.001656888 0.002000935 0.003337394 0
+## [25,] 0 0 0 0 0 0.001638758 0.001966576 0.003211509 0
+## [,23] [,24] [,25]
+## [1,] 0 0 0
+## [2,] 0 0 0
+## [3,] 0 0 0
+## [4,] 0 0 0
+## [5,] 0 0 0
+## [6,] 0 0 0
+## [7,] 0 0 0
+## [8,] 0 0 0
+## [9,] 0 0 0
+## [10,] 0 0 0
+## [11,] 0 0 0
+## [12,] 0 0 0
+## [13,] 0 0 0
+## [14,] 0 0 0
+## [15,] 0 0 0
+## [16,] 0 0 0
+## [17,] 0 0 0
+## [18,] 0 0 0
+## [19,] 0 0 0
+## [20,] 0 0 0
+## [21,] 0 0 0
+## [22,] 0 0 0
+## [23,] 0 0 0
+## [24,] 0 0 0
+## [25,] 0 0 0
+##
+## $nwn_c
+## [,1] [,2] [,3] [,4] [,5]
+## [1,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [2,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [3,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [4,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [5,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [6,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [7,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [8,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [9,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [10,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [11,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [12,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [13,] 3.765818e-03 3.765818e-03 3.765818e-03 3.765818e-03 3.765818e-03
+## [14,] 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03
+## [15,] 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03
+## [16,] 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03
+## [17,] 4.251701e-04 4.251701e-04 4.251701e-04 4.251701e-04 4.251701e-04
+## [18,] 4.432624e-04 4.432624e-04 4.432624e-04 4.432624e-04 4.432624e-04
+## [19,] 5.341880e-04 5.341880e-04 5.341880e-04 5.341880e-04 5.341880e-04
+## [20,] 2.314848e-03 2.314848e-03 2.314848e-03 2.314848e-03 2.314848e-03
+## [21,] 1.356904e-03 1.356904e-03 1.356904e-03 1.356904e-03 1.356904e-03
+## [22,] 1.488095e-03 1.488095e-03 1.488095e-03 1.488095e-03 1.488095e-03
+## [23,] 3.415301e-05 3.415301e-05 3.415301e-05 3.415301e-05 3.415301e-05
+## [24,] 5.122951e-05 5.122951e-05 5.122951e-05 5.122951e-05 5.122951e-05
+## [25,] 4.461492e-05 4.461492e-05 4.461492e-05 4.461492e-05 4.461492e-05
+## [,6] [,7] [,8] [,9] [,10]
+## [1,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [2,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [3,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [4,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [5,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [6,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [7,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [8,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [9,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [10,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [11,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [12,] 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04 6.830601e-04
+## [13,] 3.765818e-03 3.765818e-03 3.765818e-03 3.765818e-03 3.765818e-03
+## [14,] 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03
+## [15,] 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03
+## [16,] 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03 2.741228e-03
+## [17,] 4.251701e-04 4.251701e-04 4.251701e-04 4.251701e-04 4.251701e-04
+## [18,] 4.432624e-04 4.432624e-04 4.432624e-04 4.432624e-04 4.432624e-04
+## [19,] 5.341880e-04 5.341880e-04 5.341880e-04 5.341880e-04 5.341880e-04
+## [20,] 2.314848e-03 2.314848e-03 2.314848e-03 2.314848e-03 2.314848e-03
+## [21,] 1.356904e-03 1.356904e-03 1.356904e-03 1.356904e-03 1.356904e-03
+## [22,] 1.488095e-03 1.488095e-03 1.488095e-03 1.488095e-03 1.488095e-03
+## [23,] 3.415301e-05 3.415301e-05 3.415301e-05 3.415301e-05 3.415301e-05
+## [24,] 5.122951e-05 5.122951e-05 5.122951e-05 5.122951e-05 5.122951e-05
+## [25,] 4.461492e-05 4.461492e-05 4.461492e-05 4.461492e-05 4.461492e-05
+## [,11] [,12] [,13] [,14] [,15] [,16]
+## [1,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [2,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [3,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [4,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [5,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [6,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [7,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [8,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [9,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [10,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [11,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [12,] 6.830601e-04 6.830601e-04 0.04518982 0.03289474 0.03289474 0.03289474
+## [13,] 3.765818e-03 3.765818e-03 0.24342105 0.24342105 0.24342105 0.24342105
+## [14,] 2.741228e-03 2.741228e-03 0.24342105 0.24342105 0.24342105 0.24342105
+## [15,] 2.741228e-03 2.741228e-03 0.24342105 0.24342105 0.24342105 0.24342105
+## [16,] 2.741228e-03 2.741228e-03 0.24342105 0.24342105 0.24342105 0.24342105
+## [17,] 4.251701e-04 4.251701e-04 0.10895542 0.10895542 0.10895542 0.10895542
+## [18,] 4.432624e-04 4.432624e-04 0.04227324 0.04227324 0.04227324 0.04227324
+## [19,] 5.341880e-04 5.341880e-04 0.03510459 0.03510459 0.03510459 0.03510459
+## [20,] 2.314848e-03 2.314848e-03 0.08569516 0.08569516 0.08569516 0.08569516
+## [21,] 1.356904e-03 1.356904e-03 0.06691729 0.06691729 0.06691729 0.06691729
+## [22,] 1.488095e-03 1.488095e-03 0.03639568 0.03639568 0.03639568 0.03639568
+## [23,] 3.415301e-05 3.415301e-05 0.01074561 0.01074561 0.01074561 0.01074561
+## [24,] 5.122951e-05 5.122951e-05 0.01093117 0.01093117 0.01093117 0.01093117
+## [25,] 4.461492e-05 4.461492e-05 0.01076128 0.01076128 0.01076128 0.01076128
+## [,17] [,18] [,19] [,20] [,21] [,22]
+## [1,] 0.02551020 0.02659574 0.03205128 0.14429901 0.0833719 0.17857143
+## [2,] 0.02551020 0.02659574 0.03205128 0.14429901 0.0833719 0.17857143
+## [3,] 0.02551020 0.02659574 0.03205128 0.14429901 0.0833719 0.17857143
+## [4,] 0.02551020 0.02659574 0.03205128 0.14429901 0.0833719 0.17857143
+## [5,] 0.02551020 0.02659574 0.03205128 0.14429901 0.0833719 0.17857143
+## [6,] 0.02551020 0.02659574 0.03205128 0.14429901 0.0833719 0.17857143
+## [7,] 0.02551020 0.02659574 0.03205128 0.14429901 0.0833719 0.17857143
+## [8,] 0.02551020 0.02659574 0.03205128 0.14429901 0.0833719 0.17857143
+## [9,] 0.02551020 0.02659574 0.03205128 0.14429901 0.0833719 0.17857143
+## [10,] 0.02551020 0.02659574 0.03205128 0.14429901 0.0833719 0.17857143
+## [11,] 0.02551020 0.02659574 0.03205128 0.14429901 0.0833719 0.17857143
+## [12,] 0.02551020 0.02659574 0.03205128 0.14429901 0.0833719 0.17857143
+## [13,] 0.54477712 0.21136618 0.34489426 0.80541394 0.6542265 0.36395677
+## [14,] 0.54477712 0.21136618 0.34489426 0.80541394 0.6542265 0.36395677
+## [15,] 0.54477712 0.21136618 0.34489426 0.80541394 0.6542265 0.36395677
+## [16,] 0.54477712 0.21136618 0.34489426 0.80541394 0.6542265 0.36395677
+## [17,] 3.21428571 0.46743378 0.36476553 0.83080036 1.0713295 0.21173469
+## [18,] 0.46743378 2.58510638 0.54403352 0.30964393 0.9670986 0.29711246
+## [19,] 0.18563579 0.27686852 1.76341900 0.23005974 0.4025852 0.44162088
+## [20,] 0.44198122 0.16472886 0.24049156 0.59884844 0.2073709 0.21361410
+## [21,] 0.54790249 0.49459642 0.40456671 0.19935210 0.6129800 0.20386905
+## [22,] 0.10586735 0.14855623 0.43388205 0.20076721 0.1993155 0.44642857
+## [23,] 0.06569996 0.05809071 0.08170729 0.14905548 0.1216976 0.18115602
+## [24,] 0.03777473 0.07395663 0.09289439 0.03127000 0.1460826 0.08602335
+## [25,] 0.03662190 0.07309814 0.09187793 0.03073304 0.1405725 0.08112383
+## [,23] [,24] [,25]
+## [1,] 0.004098361 0.006147541 0.006147541
+## [2,] 0.004098361 0.006147541 0.006147541
+## [3,] 0.004098361 0.006147541 0.006147541
+## [4,] 0.004098361 0.006147541 0.006147541
+## [5,] 0.004098361 0.006147541 0.006147541
+## [6,] 0.004098361 0.006147541 0.006147541
+## [7,] 0.004098361 0.006147541 0.006147541
+## [8,] 0.004098361 0.006147541 0.006147541
+## [9,] 0.004098361 0.006147541 0.006147541
+## [10,] 0.004098361 0.006147541 0.006147541
+## [11,] 0.004098361 0.006147541 0.006147541
+## [12,] 0.004098361 0.006147541 0.006147541
+## [13,] 0.107456140 0.109311741 0.123567464
+## [14,] 0.107456140 0.109311741 0.123567464
+## [15,] 0.107456140 0.109311741 0.123567464
+## [16,] 0.107456140 0.109311741 0.123567464
+## [17,] 0.131399928 0.075549451 0.084102884
+## [18,] 0.116181411 0.147913257 0.167871269
+## [19,] 0.083164642 0.094551282 0.107381432
+## [20,] 0.158593386 0.033270933 0.037547649
+## [21,] 0.124477861 0.149420024 0.165101319
+## [22,] 0.181156015 0.086023352 0.093151213
+## [23,] 0.350877193 0.090587045 0.099140478
+## [24,] 0.090587045 0.278846154 0.299516952
+## [25,] 0.086339784 0.260844302 0.278846154
+
+RSVempty@model # This is the R interface to the cpp class defined in src/RunIntervention.cpp
## C++ object <0x7f9fcf369980> of class 'RunInterventions' <0x7f9faf15e5e0>
+
+RSVempty@model_par # This gives the burn-in and run_yrs (how long the model is run for after bur-in).
## $burnin_yrs
+## [1] 2
+##
+## $run_yrs
+## [1] 10
+
+RSVempty@econ_par # Parameters associated with the economics of the model, time_horizon is currently set to 10 years, and the discount rate is 3.5%
## $time_horizon
+## [1] 10
+##
+## $discount_rate
+## [1] 0.035
+
+RSVempty@post # Posterior distributions fitted to UK-specific data
## xi si g0 g1 g2 om pA1 pA2
+## 1 123.8860 4.20082 5.61740 0.895885 0.910452 353.187 0.1745370 0.1833660
+## 2 122.6550 4.27503 5.48436 0.895451 0.916051 353.941 0.1306740 0.1685980
+## 3 123.3960 4.29448 5.37804 0.905692 0.925095 352.472 0.1137880 0.1747900
+## 4 120.9670 4.40520 5.33512 0.911488 0.903825 350.847 0.0880553 0.1453590
+## 5 117.2580 4.33905 5.47419 0.893035 0.920883 355.834 0.0624126 0.1674080
+## 6 116.2120 4.41779 5.30008 0.888892 0.926408 352.251 0.1011940 0.1592350
+## 7 119.9880 4.26626 5.45346 0.886884 0.928802 355.428 0.1124210 0.1725550
+## 8 125.5860 4.32803 5.39822 0.908898 0.902345 350.968 0.0774673 0.1752450
+## 9 114.5170 4.32906 5.30759 0.900241 0.915485 350.382 0.1065850 0.1651100
+## 10 114.5170 4.32906 5.30759 0.900241 0.915485 350.382 0.1065850 0.1651100
+## 11 115.3320 4.18436 5.39478 0.902782 0.929511 353.647 0.0851607 0.1757760
+## 12 115.3320 4.18436 5.39478 0.902782 0.929511 353.647 0.0851607 0.1757760
+## 13 153.9510 4.32904 6.61186 0.895089 0.757844 349.577 0.1870800 0.2154580
+## 14 122.7810 4.23944 5.56385 0.898966 0.930189 360.014 0.0385537 0.2080290
+## 15 114.0770 4.34996 5.29493 0.907727 0.925832 354.134 0.0430657 0.1800560
+## 16 127.5300 4.24463 5.67033 0.890267 0.909011 351.999 0.1966840 0.1967030
+## 17 127.5300 4.24463 5.67033 0.890267 0.909011 351.999 0.1966840 0.1967030
+## 18 127.5300 4.24463 5.67033 0.890267 0.909011 351.999 0.1966840 0.1967030
+## 19 125.6000 4.52845 5.19260 0.917121 0.868859 341.271 0.2146980 0.1549950
+## 20 122.8720 4.29349 5.49685 0.887770 0.902362 344.844 0.2233880 0.1967060
+## 21 122.8720 4.29349 5.49685 0.887770 0.902362 344.844 0.2233880 0.1967060
+## 22 140.9360 4.12520 5.96031 0.880373 0.868623 349.726 0.2055850 0.2230520
+## 23 129.0350 4.22598 5.74020 0.881497 0.896114 348.134 0.2068490 0.2240230
+## 24 122.2470 4.21788 5.61922 0.890756 0.917486 351.551 0.1692490 0.2063700
+## 25 142.7900 4.09639 6.11831 0.869772 0.862191 350.461 0.2404800 0.2251080
+## 26 134.3340 4.22967 5.89187 0.879316 0.861379 347.782 0.2023660 0.2199200
+## 27 116.4390 4.26553 5.48504 0.890159 0.930258 350.035 0.1879500 0.2083110
+## 28 116.4390 4.26553 5.48504 0.890159 0.930258 350.035 0.1879500 0.2083110
+## 29 116.4390 4.26553 5.48504 0.890159 0.930258 350.035 0.1879500 0.2083110
+## 30 112.0770 4.40580 5.26465 0.900129 0.930455 348.466 0.1658980 0.1992490
+## 31 137.6560 4.24805 5.99528 0.888904 0.858634 347.874 0.2768280 0.2000810
+## 32 107.7100 4.38991 5.25300 0.895033 0.933957 349.096 0.1248290 0.1845810
+## 33 129.6780 4.16678 5.72780 0.884520 0.898503 347.545 0.1830830 0.2225700
+## 34 129.6780 4.16678 5.72780 0.884520 0.898503 347.545 0.1830830 0.2225700
+## 35 130.8240 4.24263 5.70484 0.893306 0.891704 350.681 0.1800770 0.2084660
+## 36 130.8240 4.24263 5.70484 0.893306 0.891704 350.681 0.1800770 0.2084660
+## 37 133.4430 4.16026 5.84946 0.883775 0.874979 346.941 0.1868270 0.2259920
+## 38 134.0980 4.15398 5.88714 0.876498 0.855170 342.070 0.2166040 0.2118160
+## 39 138.5560 4.12880 5.97185 0.883825 0.846383 346.099 0.2050560 0.1947130
+## 40 127.2870 4.03375 5.90294 0.875916 0.906670 353.892 0.1156620 0.2378690
+## 41 122.0340 4.17582 5.56253 0.887976 0.911025 349.268 0.1163310 0.2178560
+## 42 125.9370 4.21889 5.53258 0.889484 0.859940 339.795 0.1191620 0.1743330
+## 43 123.5420 4.11796 5.85348 0.872162 0.888651 348.320 0.1844160 0.1991710
+## 44 131.7770 4.20119 5.74233 0.884286 0.868491 342.500 0.1954920 0.2255470
+## 45 122.2030 4.19039 5.66650 0.883886 0.889536 345.164 0.1397740 0.2207940
+## 46 110.2010 4.19408 5.47909 0.886356 0.917573 347.409 0.1155980 0.1885320
+## 47 119.2810 4.29075 5.36275 0.904762 0.902025 344.403 0.1531090 0.1663960
+## 48 127.7640 4.35379 5.58157 0.895610 0.899163 350.853 0.1599050 0.2267560
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+## 253 134.3080 4.95044 5.69266 0.899420 0.879271 351.233 0.0902977 0.1997730
+## 254 133.5470 4.96902 5.74520 0.897696 0.863180 353.931 0.0599053 0.1942160
+## 255 145.0580 5.15176 5.80616 0.898187 0.851274 357.781 0.0758389 0.1614980
+## 256 148.2180 5.04715 5.89796 0.894114 0.831209 357.443 0.1114020 0.1392950
+## 257 129.2490 4.69967 5.56178 0.894299 0.880012 349.149 0.0801899 0.1609220
+## 258 160.2910 5.21821 5.84872 0.899092 0.853513 354.554 0.0718430 0.1639280
+## 259 155.9700 5.22013 5.77991 0.900418 0.840371 351.551 0.1325690 0.1873690
+## 260 120.8010 4.84116 5.66947 0.882497 0.828112 347.895 0.1189200 0.1908770
+## 261 132.5560 5.26018 5.70514 0.881258 0.825770 351.804 0.1079160 0.2011090
+## 262 133.9950 5.00651 5.72738 0.885000 0.834580 352.701 0.0885774 0.1805950
+## 263 140.2620 5.30361 5.91485 0.883424 0.806998 357.973 0.0935956 0.1807960
+## 264 142.3430 5.21849 5.93888 0.888188 0.830935 357.403 0.0653814 0.2054860
+## 265 146.9500 5.33133 5.86664 0.890290 0.843869 356.809 0.0996215 0.2047760
+## 266 144.9060 5.25898 5.84296 0.895515 0.843293 357.071 0.0932053 0.2011600
+## 267 94.7738 4.63691 5.85861 0.901741 0.789165 357.741 0.0950501 0.1577200
+## 268 144.4840 5.06148 5.98366 0.891359 0.835749 358.244 0.1119430 0.1305210
+## 269 120.8130 4.87432 5.81699 0.908215 0.819740 357.737 0.0980947 0.1837110
+## 270 136.8330 5.18678 5.78168 0.889737 0.850019 354.878 0.1040790 0.1876980
+## 271 136.4640 4.81155 5.74926 0.890848 0.870583 352.487 0.1104150 0.1628180
+## 272 139.1970 4.75948 6.03703 0.882370 0.819185 351.909 0.1501100 0.1425430
+## 273 143.1300 5.04931 5.78555 0.885449 0.847227 351.700 0.1049740 0.1911650
+## 274 138.9700 5.09041 5.87639 0.896362 0.788048 354.162 0.1269450 0.1594390
+## 275 140.7490 4.72037 5.68106 0.885104 0.893250 348.752 0.1341460 0.1501430
+## 276 115.2150 4.46760 5.76679 0.879683 0.849955 351.117 0.1003480 0.1569840
+## 277 145.0870 5.47275 5.91749 0.896763 0.813451 360.117 0.1234100 0.1750680
+## 278 142.4770 5.29485 5.86906 0.882560 0.829234 355.678 0.1228630 0.1704290
+## 279 132.4230 4.94295 5.63741 0.888104 0.836000 349.221 0.1103700 0.1449390
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+## 281 144.6770 5.28135 5.91094 0.887114 0.848302 357.850 0.1174690 0.1967540
+## 282 150.9300 5.07424 5.94745 0.891556 0.864259 356.236 0.0853970 0.2000720
+## 283 141.7430 5.48414 6.11609 0.885718 0.765498 352.710 0.0996108 0.2024880
+## 284 143.7160 5.12216 5.80294 0.899889 0.838233 352.706 0.1215770 0.1519580
+## 285 143.7160 5.12216 5.80294 0.899889 0.838233 352.706 0.1215770 0.1519580
+## 286 124.5780 4.74570 5.66704 0.906934 0.819309 354.413 0.0641070 0.1462760
+## 287 143.7160 5.12216 5.80294 0.899889 0.838233 352.706 0.1215770 0.1519580
+## 288 133.0000 5.08494 5.72381 0.897976 0.810469 350.791 0.1090050 0.1271290
+## 289 135.6620 5.23543 5.67978 0.896430 0.808908 352.297 0.1010620 0.1475590
+## 290 141.7330 5.25044 5.70796 0.878790 0.852700 350.321 0.1010590 0.1750320
+## 291 141.7330 5.25044 5.70796 0.878790 0.852700 350.321 0.1010590 0.1750320
+## 292 147.5620 5.01239 5.82424 0.891016 0.876037 353.919 0.1248730 0.1724260
+## 293 142.1670 4.99992 5.77751 0.889919 0.875776 353.790 0.1081780 0.1804020
+## 294 138.3170 4.86655 5.72670 0.907118 0.896349 354.154 0.0963433 0.1995420
+## 295 151.5390 5.25372 5.93675 0.899548 0.857053 357.059 0.1274920 0.1828030
+## 296 151.5390 5.25372 5.93675 0.899548 0.857053 357.059 0.1274920 0.1828030
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+## 298 139.3980 4.97385 5.70025 0.898181 0.856118 352.614 0.0902583 0.1750370
+## 299 142.8940 5.11651 6.02899 0.899600 0.831712 358.736 0.1455170 0.1621720
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+## 302 134.2680 4.94620 5.98822 0.904393 0.836768 357.564 0.1228160 0.1783180
+## 303 139.9980 5.39477 6.06767 0.893446 0.799728 358.166 0.1385600 0.1664030
+## 304 134.2680 4.94620 5.98822 0.904393 0.836768 357.564 0.1228160 0.1783180
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+## 306 134.2680 4.94620 5.98822 0.904393 0.836768 357.564 0.1228160 0.1783180
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+## 308 136.4120 5.09511 5.81256 0.893969 0.829317 353.619 0.1250040 0.1515370
+## 309 141.5550 5.17980 5.88619 0.888939 0.795739 351.552 0.1187380 0.1373960
+## 310 141.5550 5.17980 5.88619 0.888939 0.795739 351.552 0.1187380 0.1373960
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+## 312 138.1980 4.96390 5.68712 0.906379 0.828892 350.360 0.0970974 0.1674660
+## 313 137.2490 5.22745 5.77034 0.887912 0.809939 352.870 0.0678163 0.1751620
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+## 315 139.4950 4.83831 5.47188 0.913348 0.881122 352.392 0.1567680 0.1510240
+## 316 138.4290 4.68474 5.38201 0.921066 0.896409 351.316 0.1532810 0.1572380
+## 317 140.9510 5.14773 5.86129 0.898059 0.846372 354.808 0.0958224 0.1996670
+## 318 140.9510 5.14773 5.86129 0.898059 0.846372 354.808 0.0958224 0.1996670
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+## 373 138.8030 5.30266 6.05929 0.901097 0.824246 359.961 0.0322928 0.2219180
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+## 458 128.4050 4.83838 6.40242 0.862363 0.805356 356.197 0.1064770 0.1681240
+## 459 129.3180 4.93465 6.48316 0.858974 0.798018 356.035 0.0894080 0.1826150
+## 460 137.4600 5.18024 6.45850 0.883631 0.755979 362.601 0.1212010 0.2126060
+## 461 134.7600 5.19281 6.16500 0.873758 0.790340 360.162 0.0778200 0.1887150
+## 462 135.5820 5.38022 6.26170 0.860962 0.778930 364.006 0.0485907 0.1956190
+## 463 133.2760 5.30284 6.28864 0.859313 0.777947 360.640 0.0928123 0.1771710
+## 464 136.5620 5.35018 6.27219 0.876370 0.776414 362.911 0.0141124 0.2088410
+## 465 132.3410 5.37040 6.34717 0.892227 0.731464 362.951 0.0529146 0.2046060
+## 466 129.3710 5.40119 6.15027 0.885784 0.769205 361.242 0.0860575 0.2053080
+## 467 129.3100 5.47043 6.08058 0.887314 0.779090 361.049 0.0694687 0.2085300
+## 468 129.8460 5.10821 6.19142 0.878939 0.795839 359.193 0.0930673 0.2205450
+## 469 135.5810 4.76532 6.10636 0.896036 0.813304 361.041 0.0388615 0.1704240
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+## 471 133.7670 5.01507 6.31645 0.870241 0.797533 356.958 0.0727436 0.1483420
+## 472 125.3180 4.79304 6.36611 0.889547 0.781467 357.287 0.0474416 0.1233480
+## 473 122.0670 5.07791 6.02571 0.897555 0.782718 358.341 0.0222252 0.1517260
+## 474 132.5160 4.33703 5.75654 0.915905 0.924683 352.130 0.1242430 0.1363820
+## 475 133.3340 4.61860 5.89994 0.910621 0.868075 355.227 0.1025810 0.1667920
+## 476 128.0070 4.62473 6.09816 0.902239 0.821007 354.596 0.0697320 0.1551310
+## 477 122.5480 4.33596 6.10785 0.886789 0.863164 349.828 0.0934346 0.1682300
+## 478 128.8370 4.51051 6.15236 0.886168 0.855627 353.042 0.0752969 0.1818230
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+## 481 135.1610 5.05353 6.52631 0.888416 0.753794 360.708 0.0883514 0.2000250
+## 482 140.5360 4.90929 6.31367 0.901327 0.790297 360.714 0.0564435 0.2116740
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+## 487 120.6660 5.17564 6.06019 0.868294 0.774274 358.107 0.1398740 0.1575900
+## 488 137.8700 4.44100 5.90104 0.905876 0.849521 352.577 0.0854015 0.1165510
+## 489 127.1130 4.78685 6.18229 0.879925 0.757210 353.334 0.1100920 0.1243070
+## 490 135.7040 4.95383 6.27247 0.891885 0.740264 356.863 0.1162340 0.1192560
+## 491 141.1030 4.98031 6.40200 0.876023 0.836981 364.790 0.0401425 0.2752710
+## 492 130.4160 4.70449 6.51306 0.860796 0.828068 355.262 0.0758775 0.1955400
+## 493 125.2310 5.01666 6.25135 0.865612 0.749662 355.935 0.1291160 0.1536720
+## 494 128.0120 5.14917 6.25865 0.868931 0.713487 356.917 0.1089210 0.1612260
+## 495 136.4380 4.87933 5.99075 0.887381 0.772518 357.056 0.0881876 0.1351130
+## 496 136.1670 4.96664 6.22857 0.869945 0.781980 359.846 0.0838857 0.1812350
+## 497 140.1800 4.82850 6.65280 0.864907 0.773825 357.962 0.0692364 0.1618780
+## 498 122.6120 4.72309 6.18582 0.862001 0.817514 356.464 0.0959620 0.1978540
+## 499 116.8480 4.48926 6.06537 0.849517 0.823165 349.582 0.1206980 0.1607390
+## 500 119.7140 4.41075 5.95564 0.858758 0.794743 348.583 0.1312980 0.1275830
+## 501 133.6060 5.02832 6.25785 0.877262 0.746058 358.122 0.1086820 0.0949258
+## 502 132.5370 4.80910 6.36417 0.865431 0.747632 353.283 0.1274560 0.0994328
+## 503 132.5370 4.80910 6.36417 0.865431 0.747632 353.283 0.1274560 0.0994328
+## 504 135.2650 4.70904 6.20437 0.898980 0.808325 361.970 0.0721951 0.1785010
+## 505 127.5640 5.04345 6.18785 0.867717 0.771983 356.228 0.1339570 0.1544370
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+## 508 125.4860 5.18695 6.35675 0.863334 0.784476 360.676 0.0871692 0.1760950
+## 509 125.4010 5.03241 6.40737 0.864638 0.791391 359.138 0.0917315 0.1486120
+## 510 129.6320 4.75581 6.43083 0.860658 0.808685 353.422 0.1028520 0.1475750
+## 511 126.5240 4.87267 6.31428 0.837966 0.782452 349.619 0.1606780 0.1453200
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+## 513 138.3040 4.95749 6.37486 0.905217 0.788097 362.498 0.1007130 0.2031560
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+## 519 149.3320 4.66509 6.01722 0.896397 0.892680 360.700 0.0756710 0.1705440
+## 520 144.7080 4.71580 5.87248 0.917081 0.827261 360.114 0.0460850 0.1617520
+## 521 141.7700 4.64998 6.18187 0.893849 0.821447 356.580 0.0925438 0.1368550
+## 522 139.9390 4.94245 6.24343 0.897143 0.774580 359.222 0.1129180 0.1443110
+## 523 139.1330 5.04712 6.27741 0.891946 0.758186 357.084 0.1084610 0.1330120
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+## 526 135.1470 4.84976 6.22334 0.893644 0.758399 357.836 0.1250460 0.1463330
+## 527 134.2290 4.90469 6.05985 0.874171 0.808598 358.706 0.1272460 0.2014760
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+## 529 117.2550 4.96346 6.09770 0.851547 0.788278 343.953 0.0262958 0.1863400
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+## 532 123.4270 4.83473 6.28494 0.875072 0.747148 357.184 0.1719340 0.1407890
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+## 861 129.8570 5.01666 5.98848 0.853878 0.817878 360.387 0.1369060 0.1753180
+## 862 130.5950 4.97517 6.06603 0.852182 0.791146 358.754 0.1203190 0.1950370
+## 863 132.0630 5.05937 6.14144 0.856440 0.790760 360.192 0.1150790 0.1724860
+## 864 124.3920 4.84995 6.01667 0.839988 0.793841 364.036 0.0581805 0.1575330
+## 865 126.5910 4.87340 5.99704 0.854831 0.781035 359.003 0.0565207 0.1753420
+## 866 123.5690 4.83000 6.45142 0.847477 0.787455 357.934 0.0626599 0.1548510
+## 867 121.3100 4.77669 6.36850 0.868072 0.807791 364.640 0.0820465 0.1332660
+## 868 117.3460 4.43797 6.59491 0.854955 0.791346 356.908 0.1281730 0.1703000
+## 869 131.5910 4.93592 6.21238 0.854292 0.794742 363.529 0.1026740 0.1535460
+## 870 131.5910 4.93592 6.21238 0.854292 0.794742 363.529 0.1026740 0.1535460
+## 871 136.0260 5.08870 6.14899 0.877023 0.747426 359.673 0.1207250 0.1644700
+## 872 139.0550 5.18340 6.01100 0.853535 0.785134 359.998 0.1017380 0.2109230
+## 873 133.4810 5.05958 6.01663 0.848797 0.804369 362.590 0.0694063 0.1941520
+## 874 130.2910 4.85531 6.22054 0.851690 0.809776 364.347 0.0323052 0.1787200
+## 875 123.3800 4.74057 6.39053 0.857621 0.797125 362.654 0.0649806 0.1271670
+## 876 121.3080 4.77764 6.01648 0.851244 0.792067 361.800 0.1029370 0.1315340
+## 877 118.8120 4.74508 6.23031 0.883509 0.780641 359.161 0.0622904 0.1491210
+## 878 118.8120 4.74508 6.23031 0.883509 0.780641 359.161 0.0622904 0.1491210
+## 879 118.8120 4.74508 6.23031 0.883509 0.780641 359.161 0.0622904 0.1491210
+## 880 124.8770 4.88099 6.37399 0.874287 0.787648 364.518 0.0515109 0.1446370
+## 881 129.2480 4.90889 5.89798 0.842442 0.816184 363.233 0.0537404 0.1584280
+## 882 124.7460 4.91363 5.94681 0.848819 0.817595 361.954 0.0644264 0.1465990
+## 883 129.9990 4.80056 6.38184 0.838662 0.809756 364.419 0.1169730 0.1412350
+## 884 132.0910 4.89923 6.37379 0.829584 0.805737 362.871 0.1036790 0.1600080
+## 885 123.4940 4.68787 6.30960 0.835636 0.816277 362.252 0.0906776 0.1279880
+## 886 137.4470 5.15991 6.05733 0.842486 0.804840 361.785 0.0931921 0.1612920
+## 887 125.8120 4.77732 6.00839 0.854227 0.799735 357.688 0.0945201 0.1480470
+## 888 127.8670 5.04215 5.89228 0.865273 0.772540 357.122 0.0965865 0.1856700
+## 889 134.1380 5.08404 5.93419 0.868741 0.787136 356.672 0.0777831 0.2108810
+## 890 136.7380 4.89280 6.41528 0.850450 0.815339 360.808 0.1031130 0.1574040
+## 891 138.9920 4.94468 6.11190 0.822562 0.827992 360.437 0.0696838 0.1853120
+## 892 135.6480 5.08793 5.87375 0.829928 0.801376 360.736 0.1205930 0.1937520
+## 893 120.2480 4.78017 6.03455 0.856676 0.825966 361.865 0.0661663 0.1294220
+## 894 129.8720 4.78409 6.16605 0.864373 0.785616 353.017 0.1117900 0.1972980
+## 895 129.8720 4.78409 6.16605 0.864373 0.785616 353.017 0.1117900 0.1972980
+## 896 129.8720 4.78409 6.16605 0.864373 0.785616 353.017 0.1117900 0.1972980
+## 897 136.6660 5.19603 6.12957 0.866408 0.763758 360.859 0.1275220 0.1892340
+## 898 132.1880 4.84802 6.46282 0.879368 0.757982 356.667 0.0932302 0.1712210
+## 899 135.1970 5.00909 6.61003 0.884224 0.715902 354.937 0.1204420 0.2027790
+## 900 127.7460 4.76544 6.42717 0.886735 0.762574 354.630 0.1697790 0.1726830
+## 901 123.1300 4.80543 6.28841 0.880260 0.784372 356.179 0.0938553 0.1560020
+## 902 124.9980 4.76191 6.59447 0.876324 0.759144 364.861 0.0602044 0.1124180
+## 903 124.9980 4.76191 6.59447 0.876324 0.759144 364.861 0.0602044 0.1124180
+## 904 127.8610 4.97857 6.12321 0.873079 0.791449 361.211 0.0959489 0.1384360
+## 905 129.5160 5.02544 6.19949 0.892760 0.768979 356.165 0.0817731 0.1700810
+## 906 128.9970 4.92712 6.36155 0.874527 0.781368 358.198 0.1136820 0.1478060
+## 907 126.7670 4.92098 6.35988 0.848553 0.806209 363.484 0.1032670 0.1303320
+## 908 131.0450 5.01541 5.88690 0.866138 0.783634 360.624 0.1092680 0.1508620
+## 909 142.9680 5.20003 5.67814 0.864642 0.791765 361.933 0.1078450 0.1781220
+## 910 133.5740 5.05098 6.18138 0.862795 0.793504 361.842 0.1181470 0.1524390
+## 911 137.9230 5.17687 5.99770 0.860488 0.802533 360.757 0.1296540 0.1722150
+## 912 137.9230 5.17687 5.99770 0.860488 0.802533 360.757 0.1296540 0.1722150
+## 913 132.5360 5.00846 6.13326 0.866620 0.803329 362.698 0.0685199 0.1403660
+## 914 137.4530 5.42060 6.06320 0.875731 0.784813 364.216 0.0600545 0.1392210
+## 915 136.9580 5.21842 5.78509 0.880976 0.801282 357.442 0.0726890 0.2019840
+## 916 121.7890 4.76375 6.16143 0.861938 0.777517 360.473 0.1213450 0.1681590
+## 917 121.0450 4.79260 5.93909 0.870471 0.797128 354.035 0.1008590 0.1916400
+## 918 144.6430 5.00461 6.29643 0.857291 0.743879 357.376 0.1666540 0.1931730
+## 919 115.4320 4.47737 6.37393 0.875873 0.790020 352.942 0.0704327 0.1950150
+## 920 129.9250 4.84350 6.49141 0.855422 0.759492 360.665 0.1033250 0.1986240
+## 921 135.7380 4.84181 6.38735 0.889266 0.746307 357.526 0.1138940 0.1494410
+## 922 124.8430 4.75878 6.60503 0.860938 0.790000 359.263 0.0389969 0.1831610
+## 923 123.9890 4.82777 6.55337 0.892552 0.782796 356.202 0.0950290 0.1635960
+## 924 120.0000 4.68924 6.36860 0.870220 0.783693 357.833 0.0882412 0.1620250
+## 925 136.0050 5.17360 6.22918 0.901081 0.748046 359.974 0.0530329 0.1667750
+## 926 146.3610 5.47771 6.10886 0.878718 0.777687 358.769 0.1333790 0.2013120
+## 927 127.8220 4.77527 6.42279 0.820556 0.842438 358.832 0.1514400 0.1698870
+## 928 140.3950 5.18631 6.22284 0.920589 0.721733 355.467 0.0532798 0.2116710
+## 929 130.7220 4.94910 6.29432 0.896748 0.785066 359.595 0.0639103 0.1381080
+## 930 132.6930 4.90605 6.37435 0.892708 0.775355 357.894 0.0741839 0.1720490
+## 931 129.7640 4.82515 6.42739 0.889022 0.773372 359.510 0.0712341 0.1576000
+## 932 136.9960 5.20358 6.03725 0.875133 0.771498 360.698 0.1190640 0.1668950
+## 933 141.5830 5.33628 5.80933 0.882772 0.795757 362.660 0.1105910 0.1462390
+## 934 129.9660 4.98451 5.77778 0.853626 0.819075 358.424 0.1262330 0.1467060
+## 935 143.1500 5.17922 6.18779 0.887426 0.758529 359.164 0.1373280 0.1705620
+## 936 126.8900 4.86222 5.69994 0.866593 0.771094 358.213 0.1033630 0.1750750
+## 937 133.8340 4.90728 6.29593 0.886547 0.765810 354.247 0.1211470 0.2067430
+## 938 133.8340 4.90728 6.29593 0.886547 0.765810 354.247 0.1211470 0.2067430
+## 939 129.9610 4.86499 6.08283 0.882266 0.826299 355.050 0.1068940 0.1552180
+## 940 125.4200 4.75499 6.17862 0.865652 0.806999 357.511 0.0884317 0.1553690
+## 941 124.6030 4.73541 6.01745 0.860905 0.832760 360.301 0.0545305 0.1330130
+## 942 130.1100 4.84570 6.17855 0.844955 0.817764 359.998 0.0898660 0.1454240
+## 943 121.4840 4.61966 6.38032 0.946733 0.739378 357.614 0.0846845 0.0861190
+## 944 135.5560 4.99289 6.05158 0.862640 0.791989 357.924 0.0660822 0.1508650
+## 945 135.5560 4.99289 6.05158 0.862640 0.791989 357.924 0.0660822 0.1508650
+## 946 128.7390 4.99240 6.27597 0.882776 0.805835 358.291 0.0911418 0.1120500
+## 947 123.0240 4.75760 6.32296 0.893827 0.806643 359.702 0.0525971 0.0839917
+## 948 130.1920 4.82973 6.22096 0.870565 0.814831 357.309 0.0460454 0.0984537
+## 949 140.1080 5.12069 6.28615 0.876569 0.771322 357.074 0.0927715 0.1451330
+## 950 140.1080 5.12069 6.28615 0.876569 0.771322 357.074 0.0927715 0.1451330
+## 951 134.5450 5.03846 5.84995 0.848674 0.803799 359.232 0.0416589 0.1454120
+## 952 135.4050 4.91977 5.95753 0.883663 0.796974 354.873 0.1306440 0.1783200
+## 953 137.0430 5.09533 6.17593 0.850185 0.795201 354.927 0.1115350 0.1661070
+## 954 134.8950 5.07433 6.01288 0.856471 0.822490 359.275 0.0877103 0.1525090
+## 955 141.2210 5.08558 6.21351 0.840972 0.821082 358.682 0.1141810 0.1676770
+## 956 142.4280 5.11928 6.29723 0.836709 0.831111 359.047 0.0795167 0.1627700
+## 957 137.6990 5.00782 6.17433 0.846111 0.824421 356.620 0.1128290 0.1799030
+## 958 128.5060 4.81027 6.16444 0.862724 0.799667 358.383 0.0969470 0.1320070
+## 959 114.9120 4.64957 6.32433 0.890311 0.778417 356.999 0.1415200 0.1912880
+## 960 141.4750 5.04534 5.80890 0.876121 0.804351 357.474 0.0555354 0.1263330
+## 961 118.9480 5.14574 6.74631 0.874709 0.759898 359.681 0.1076630 0.1170580
+## 962 127.9320 5.05003 6.42453 0.856379 0.788221 359.653 0.1333510 0.1633610
+## 963 123.3280 4.90225 6.32677 0.820928 0.816856 361.734 0.1014820 0.1778210
+## 964 154.7470 5.08274 6.39307 0.870170 0.791767 358.178 0.1289360 0.1131990
+## 965 143.7550 5.04025 6.68036 0.842998 0.799775 359.669 0.1414100 0.1216590
+## 966 139.9360 4.84652 6.21129 0.876006 0.800771 358.929 0.1348640 0.1308600
+## 967 143.2390 5.54181 5.83114 0.888133 0.774553 358.460 0.1058750 0.1536970
+## 968 136.1340 5.20000 5.91622 0.887567 0.782512 356.584 0.1108540 0.1455920
+## 969 126.5930 5.10609 6.01879 0.893987 0.774274 359.485 0.0734965 0.1327020
+## 970 119.7040 4.67531 6.10584 0.835939 0.836560 362.592 0.0607783 0.1366560
+## 971 117.3640 4.60201 5.91070 0.872905 0.813785 361.321 0.0517705 0.1156510
+## 972 125.0870 4.66472 6.23606 0.883706 0.791855 360.944 0.0777106 0.1248400
+## 973 125.0870 4.66472 6.23606 0.883706 0.791855 360.944 0.0777106 0.1248400
+## 974 125.7390 4.64798 6.09742 0.894701 0.782418 360.429 0.0530433 0.1165790
+## 975 125.7390 4.64798 6.09742 0.894701 0.782418 360.429 0.0530433 0.1165790
+## 976 125.7390 4.64798 6.09742 0.894701 0.782418 360.429 0.0530433 0.1165790
+## 977 120.9150 4.32395 5.63133 0.894102 0.863268 361.594 0.1168390 0.1191380
+## 978 129.5450 4.86118 6.28854 0.861510 0.790846 360.570 0.0910535 0.1409730
+## 979 131.7920 4.96237 6.11907 0.865008 0.787223 361.161 0.0966916 0.1909510
+## 980 129.5450 4.86118 6.28854 0.861510 0.790846 360.570 0.0910535 0.1409730
+## 981 129.5450 4.86118 6.28854 0.861510 0.790846 360.570 0.0910535 0.1409730
+## 982 129.5450 4.86118 6.28854 0.861510 0.790846 360.570 0.0910535 0.1409730
+## 983 132.7970 5.00159 6.33242 0.875385 0.776424 360.379 0.0944696 0.1315640
+## 984 132.7970 5.00159 6.33242 0.875385 0.776424 360.379 0.0944696 0.1315640
+## 985 135.3550 4.94109 6.11654 0.882898 0.766573 360.416 0.0939474 0.1258550
+## 986 135.3550 4.94109 6.11654 0.882898 0.766573 360.416 0.0939474 0.1258550
+## 987 135.3550 4.94109 6.11654 0.882898 0.766573 360.416 0.0939474 0.1258550
+## 988 136.9690 4.85451 5.93707 0.882273 0.767272 359.976 0.0860870 0.1349320
+## 989 144.1800 5.13874 6.01933 0.882288 0.785757 360.270 0.1096850 0.1185360
+## 990 144.1800 5.13874 6.01933 0.882288 0.785757 360.270 0.1096850 0.1185360
+## 991 123.6390 4.53987 5.85772 0.858271 0.827314 361.747 0.1008270 0.1855710
+## 992 144.8440 5.04310 6.04667 0.846113 0.798043 360.152 0.1131180 0.1760560
+## 993 144.8440 5.04310 6.04667 0.846113 0.798043 360.152 0.1131180 0.1760560
+## 994 133.4950 4.96744 6.29021 0.875390 0.769455 356.887 0.1408130 0.1358800
+## 995 143.9300 5.08603 6.10889 0.879775 0.778401 357.661 0.1562040 0.1581220
+## 996 137.7750 4.93594 6.26821 0.892182 0.785730 359.213 0.1525770 0.1201020
+## 997 129.3120 4.69861 6.05563 0.888881 0.814834 362.741 0.1009730 0.1271650
+## 998 118.2050 4.62606 6.53834 0.856440 0.822263 362.314 0.0749202 0.1350480
+## 999 147.3820 4.87181 5.65802 0.870118 0.806816 363.331 0.0806369 0.1303360
+## 1000 127.8840 4.55682 5.94234 0.888318 0.840943 364.920 0.0790892 0.1029520
+## 1001 133.6700 5.16056 6.05222 0.885188 0.797377 361.449 0.0582461 0.1282020
+## 1002 130.3350 5.07200 6.21633 0.866565 0.818393 363.748 0.0592058 0.1125480
+## 1003 130.8980 5.23871 6.46804 0.829623 0.794724 362.952 0.0633700 0.1357650
+## 1004 130.8980 5.23871 6.46804 0.829623 0.794724 362.952 0.0633700 0.1357650
+## 1005 125.5130 4.69903 6.06424 0.851768 0.810048 364.725 0.0493785 0.1355280
+## 1006 128.8690 4.81367 6.31490 0.858119 0.791289 363.976 0.0524305 0.1265110
+## 1007 134.1700 4.77784 6.30798 0.832468 0.786147 363.858 0.0823581 0.1518290
+## 1008 141.5400 4.99583 6.18750 0.835921 0.776070 364.040 0.0638187 0.1459430
+## 1009 121.6680 4.48077 5.95695 0.896864 0.823244 364.840 0.1119430 0.1668990
+## 1010 137.1670 4.80976 6.30392 0.877382 0.814999 359.147 0.1419010 0.1401660
+## 1011 135.8860 4.90164 6.35112 0.854355 0.763933 363.722 0.1307570 0.1590840
+## 1012 130.3410 4.89249 6.11579 0.870518 0.816099 363.219 0.0752796 0.1679880
+## 1013 135.8920 4.88680 5.99465 0.858996 0.798499 361.066 0.0773710 0.1470010
+## 1014 136.4630 5.10703 5.82235 0.863140 0.837506 363.066 0.0617336 0.1390420
+## 1015 143.6990 5.09390 6.31265 0.856146 0.808188 359.119 0.1493950 0.1470540
+## 1016 143.6990 5.09390 6.31265 0.856146 0.808188 359.119 0.1493950 0.1470540
+## 1017 138.4440 4.91976 6.19690 0.880528 0.816479 361.353 0.1115400 0.1314690
+## 1018 138.4440 4.91976 6.19690 0.880528 0.816479 361.353 0.1115400 0.1314690
+## 1019 138.4440 4.91976 6.19690 0.880528 0.816479 361.353 0.1115400 0.1314690
+## 1020 138.4440 4.91976 6.19690 0.880528 0.816479 361.353 0.1115400 0.1314690
+## 1021 141.7950 5.19077 6.27957 0.848933 0.834555 361.754 0.0975130 0.1322170
+## 1022 139.4600 5.22325 6.32097 0.846793 0.828590 361.172 0.0929701 0.1040660
+## 1023 130.4860 5.04814 6.27351 0.862035 0.812356 362.143 0.0821353 0.1142580
+## 1024 131.8500 5.14729 6.17031 0.864167 0.798983 361.422 0.0967297 0.1194940
+## 1025 121.2060 4.91780 5.96399 0.865679 0.801619 363.462 0.0511084 0.1287470
+## 1026 134.8280 5.11740 5.75707 0.869060 0.804587 362.853 0.0523058 0.1439860
+## 1027 135.8370 4.90183 5.74074 0.895091 0.824130 360.611 0.0916033 0.1074740
+## 1028 138.0620 5.18495 5.77249 0.888352 0.820090 361.126 0.0405944 0.0865823
+## 1029 134.6690 5.14462 6.14609 0.863049 0.807592 360.076 0.0784567 0.0844578
+## 1030 138.6780 4.89835 6.26110 0.879277 0.816786 360.803 0.1081780 0.1384060
+## 1031 131.2600 4.82485 6.64971 0.884829 0.755189 361.211 0.1574410 0.1701810
+## 1032 135.4530 5.07287 6.58011 0.857730 0.771883 362.897 0.0930456 0.1608170
+## 1033 131.9400 4.91684 6.58930 0.859096 0.772968 363.995 0.0939696 0.1503080
+## 1034 135.3380 4.84797 6.28523 0.881579 0.784452 362.614 0.1100000 0.1630620
+## 1035 138.1540 4.83962 6.19629 0.859242 0.822552 363.733 0.1209260 0.1797270
+## 1036 137.3850 4.85525 6.37912 0.874751 0.794890 363.748 0.1328650 0.1669170
+## 1037 135.7020 5.05544 6.50554 0.854561 0.780856 362.638 0.1077540 0.1501610
+## 1038 116.0070 4.37676 6.08655 0.845160 0.855919 359.448 0.0882894 0.1316810
+## 1039 140.2490 4.99633 6.01790 0.863201 0.817990 361.936 0.1054450 0.1282620
+## 1040 148.0940 5.12363 6.11405 0.887413 0.819071 359.069 0.1469540 0.1331360
+## 1041 133.8500 4.94555 6.32533 0.846577 0.823114 364.166 0.1210350 0.1652800
+## 1042 138.3860 4.82895 5.73489 0.880635 0.844185 361.508 0.1370100 0.1763030
+## 1043 140.0550 5.04789 6.03249 0.866612 0.827267 361.669 0.0950584 0.1308750
+## 1044 133.7810 5.10321 6.47852 0.878473 0.789023 359.844 0.0980189 0.1040620
+## 1045 131.4920 4.73704 6.32827 0.884482 0.798766 364.140 0.0923633 0.1281690
+## 1046 126.7700 4.92195 6.23485 0.857862 0.754873 356.088 0.0934669 0.0797077
+## 1047 138.1990 4.68325 6.40455 0.894966 0.763310 360.420 0.1474960 0.1350240
+## 1048 130.6490 4.77439 6.40030 0.860083 0.782349 360.894 0.1078920 0.0898429
+## 1049 124.4710 4.75617 6.33186 0.865119 0.781679 361.004 0.0909323 0.0997609
+## 1050 131.0290 4.83260 6.12070 0.859969 0.812759 363.370 0.0836290 0.1187370
+## 1051 124.8710 4.58835 6.34133 0.885403 0.794267 361.658 0.0766216 0.0763512
+## 1052 125.6660 4.62639 6.13328 0.882427 0.839741 361.773 0.0964926 0.1058670
+## 1053 139.2150 4.89653 6.21523 0.860984 0.821229 362.622 0.0916008 0.1033400
+## 1054 137.4860 4.84102 6.47161 0.850625 0.782718 360.688 0.1597760 0.1182660
+## 1055 128.4020 4.89064 6.55087 0.858525 0.817134 361.651 0.1172230 0.1369280
+## 1056 126.4550 4.62943 6.41568 0.897802 0.789745 362.660 0.1014200 0.1202070
+## 1057 138.6980 4.95078 6.41668 0.899318 0.809808 362.529 0.0987129 0.1405260
+## 1058 112.9720 4.41163 6.08225 0.848138 0.799979 357.437 0.1211440 0.0925509
+## 1059 134.8140 5.05766 6.75791 0.825196 0.797962 361.279 0.1342840 0.1271240
+## 1060 122.2420 4.52121 6.66660 0.860514 0.742915 362.716 0.1094290 0.1185080
+## 1061 127.6890 4.62406 6.09414 0.853072 0.862079 360.065 0.1389850 0.1623280
+## 1062 141.8590 4.94666 6.56631 0.888010 0.823231 359.997 0.1460540 0.1843280
+## 1063 126.2920 4.57859 6.49054 0.850520 0.840902 364.965 0.0922627 0.1509100
+## 1064 119.5600 4.52753 6.48678 0.893985 0.787063 363.811 0.0558181 0.0826124
+## 1065 133.7810 4.62054 6.54024 0.905549 0.804302 361.569 0.1334210 0.1214510
+## 1066 139.1830 4.77498 6.61792 0.852547 0.785936 362.916 0.1248560 0.1400070
+## 1067 143.6100 4.72677 6.50019 0.859313 0.827816 362.635 0.1710000 0.1601760
+## 1068 137.1000 4.54319 6.54549 0.866620 0.828586 357.895 0.1624120 0.1492620
+## 1069 123.7880 4.43781 6.49220 0.870633 0.826716 363.604 0.1142040 0.1494330
+## 1070 116.2310 4.49822 6.04598 0.898904 0.814666 363.205 0.0829652 0.1444560
+## 1071 130.4600 4.88142 6.00330 0.866812 0.843566 362.620 0.0913508 0.1595480
+## 1072 126.5170 4.84301 6.26607 0.848012 0.785509 364.389 0.0598347 0.1274760
+## 1073 126.3270 4.83931 6.34712 0.846938 0.779047 364.260 0.0527325 0.1426740
+## 1074 126.1900 4.73561 6.49369 0.877505 0.761458 362.624 0.0576412 0.1178300
+## 1075 122.5110 4.68366 6.02403 0.871827 0.790176 360.745 0.0704306 0.1194300
+## 1076 128.9470 4.81790 6.29183 0.865090 0.781779 360.768 0.1465900 0.0750997
+## 1077 128.9470 4.81790 6.29183 0.865090 0.781779 360.768 0.1465900 0.0750997
+## 1078 136.4850 5.01854 6.62227 0.879415 0.740806 364.696 0.0839104 0.1068110
+## 1079 132.1880 4.36044 6.70008 0.885394 0.787303 359.188 0.1790890 0.1633620
+## 1080 130.1790 4.91298 6.79220 0.870763 0.780199 364.769 0.0907947 0.1854060
+## 1081 136.4390 4.92932 6.66705 0.847070 0.768326 361.282 0.0922161 0.1673200
+## 1082 141.5860 4.96071 6.52940 0.860372 0.784484 361.210 0.1232320 0.1669790
+## 1083 132.6710 5.04761 6.59634 0.855432 0.764288 363.381 0.0412959 0.1613290
+## 1084 133.7010 5.11859 6.71137 0.830355 0.778299 362.038 0.0847280 0.2033770
+## 1085 123.5800 4.49157 6.10774 0.869423 0.808755 361.068 0.1097910 0.1297060
+## 1086 131.6670 4.95647 5.97156 0.866233 0.812923 360.062 0.0846097 0.1058800
+## 1087 133.3870 5.06343 5.73820 0.862809 0.819459 360.308 0.0608290 0.1061290
+## 1088 133.9540 5.01614 6.38564 0.837355 0.790273 359.759 0.0724061 0.1551120
+## 1089 124.4710 4.94547 6.11989 0.868121 0.813423 363.585 0.0593899 0.1470780
+## 1090 126.4370 4.35062 6.38327 0.861647 0.842137 358.056 0.1415870 0.1971040
+## 1091 121.2660 5.00968 5.81518 0.846330 0.798485 364.030 0.0403297 0.1670710
+## 1092 132.3780 4.63676 6.47745 0.834849 0.816592 364.477 0.1225530 0.1010450
+## 1093 139.7980 5.19770 6.10281 0.850309 0.807706 362.030 0.1079400 0.1093410
+## 1094 133.8620 5.26372 6.44199 0.841706 0.815164 364.762 0.0232399 0.1528530
+## 1095 136.7990 5.20213 5.90264 0.846157 0.824866 360.805 0.0599895 0.1051990
+## 1096 123.0880 4.92496 6.13784 0.831182 0.823355 362.632 0.0301527 0.1744470
+## 1097 122.2620 4.98716 6.09917 0.854181 0.786436 361.929 0.0290561 0.1789480
+## 1098 126.9130 4.62007 6.29015 0.843802 0.818313 362.417 0.1378570 0.1154830
+## 1099 135.1140 4.97303 6.18062 0.865711 0.776936 361.505 0.1348730 0.1622150
+## 1100 125.6200 5.04302 5.80430 0.885173 0.793682 364.311 0.0735498 0.1468710
+## 1101 139.6030 5.15644 6.07341 0.861251 0.789014 359.702 0.0896528 0.0923745
+## 1102 139.6030 5.15644 6.07341 0.861251 0.789014 359.702 0.0896528 0.0923745
+## 1103 142.9260 4.97007 6.52003 0.849169 0.780413 359.617 0.1282270 0.1109120
+## 1104 135.4780 4.73293 6.24383 0.867758 0.779724 359.084 0.0872399 0.1241240
+## 1105 131.2630 4.88103 6.43417 0.856558 0.784525 361.487 0.0934893 0.1635830
+## 1106 135.8630 5.21943 6.16398 0.861422 0.774849 361.330 0.0737955 0.1393030
+## 1107 135.8630 5.21943 6.16398 0.861422 0.774849 361.330 0.0737955 0.1393030
+## 1108 121.0230 4.86003 6.19767 0.855327 0.826214 363.360 0.0424830 0.1699920
+## 1109 124.8920 5.10907 5.97281 0.848315 0.829789 364.044 0.0477829 0.1660310
+## 1110 126.4860 4.91933 6.51944 0.864259 0.762599 363.139 0.0255932 0.1300020
+## 1111 123.6140 4.93486 6.61067 0.855660 0.744671 363.398 0.0326780 0.1475960
+## 1112 138.4160 5.37429 6.24306 0.857712 0.754866 361.761 0.0828886 0.1895960
+## 1113 142.7100 5.07185 6.41254 0.872921 0.777093 359.186 0.1330710 0.1432180
+## 1114 141.2750 4.99840 6.08986 0.875496 0.801797 357.134 0.1200040 0.1421650
+## 1115 141.2750 4.99840 6.08986 0.875496 0.801797 357.134 0.1200040 0.1421650
+## 1116 115.6350 4.83673 6.28035 0.823239 0.864344 356.513 0.0406543 0.2739460
+## 1117 116.1850 4.72114 6.37741 0.825756 0.832456 356.572 0.0499917 0.2406870
+## 1118 143.3730 4.85407 6.12020 0.879588 0.767420 357.359 0.1862840 0.1296310
+## 1119 133.0390 4.83985 6.51752 0.852772 0.813876 356.057 0.0706359 0.2086050
+## 1120 135.0330 4.89521 6.50643 0.853470 0.800330 355.619 0.0573982 0.1693610
+## 1121 135.0330 4.89521 6.50643 0.853470 0.800330 355.619 0.0573982 0.1693610
+## 1122 135.0330 4.89521 6.50643 0.853470 0.800330 355.619 0.0573982 0.1693610
+## 1123 138.6990 4.89088 6.55497 0.866938 0.763650 357.234 0.1042170 0.1295870
+## 1124 135.3100 4.93027 6.63814 0.860874 0.759165 360.090 0.1284050 0.1798690
+## 1125 128.7130 5.11037 6.20691 0.864058 0.800587 362.019 0.0514243 0.1615640
+## 1126 128.7130 5.11037 6.20691 0.864058 0.800587 362.019 0.0514243 0.1615640
+## 1127 130.4540 5.32857 6.12884 0.878538 0.767478 364.909 0.0323038 0.1444140
+## 1128 125.6030 5.02746 6.33960 0.876235 0.758359 364.012 0.0751944 0.1673660
+## 1129 132.7730 4.77657 6.33959 0.865444 0.777330 360.353 0.0976664 0.1161250
+## 1130 136.8880 5.09833 6.43296 0.862587 0.770145 358.977 0.0604228 0.1341280
+## 1131 136.8880 5.09833 6.43296 0.862587 0.770145 358.977 0.0604228 0.1341280
+## 1132 137.2690 5.16126 6.18312 0.863702 0.767302 358.953 0.0854833 0.1361790
+## 1133 138.6200 5.01092 6.09668 0.840783 0.818028 357.312 0.1194600 0.1051800
+## 1134 138.6200 5.01092 6.09668 0.840783 0.818028 357.312 0.1194600 0.1051800
+## 1135 130.0960 4.80579 6.28958 0.839786 0.798677 359.882 0.1014100 0.0983272
+## 1136 126.1550 4.72192 6.31967 0.872997 0.778296 358.483 0.1925730 0.1968360
+## 1137 130.0960 4.80579 6.28958 0.839786 0.798677 359.882 0.1014100 0.0983272
+## 1138 126.0020 4.83333 6.30942 0.838532 0.778678 361.062 0.0757137 0.1204290
+## 1139 126.0020 4.83333 6.30942 0.838532 0.778678 361.062 0.0757137 0.1204290
+## 1140 131.0080 4.85004 5.98131 0.856736 0.807497 357.889 0.0793119 0.1373260
+## 1141 133.2590 4.75327 6.15653 0.841479 0.817626 355.320 0.0744555 0.1403530
+## 1142 133.2590 4.75327 6.15653 0.841479 0.817626 355.320 0.0744555 0.1403530
+## 1143 134.8790 4.75907 6.22195 0.841624 0.816430 354.979 0.0513289 0.1506690
+## 1144 133.6480 4.88868 6.25635 0.848339 0.774712 359.950 0.1312770 0.0824651
+## 1145 133.6480 4.88868 6.25635 0.848339 0.774712 359.950 0.1312770 0.0824651
+## 1146 134.0070 5.03798 6.10913 0.858400 0.795737 359.219 0.0827588 0.1077420
+## 1147 123.1610 4.60455 6.56271 0.844864 0.744454 362.979 0.1428640 0.0959897
+## 1148 134.1110 5.01776 6.27452 0.869321 0.787495 360.473 0.0943945 0.1382730
+## 1149 134.4920 4.99724 6.22133 0.866315 0.807325 358.927 0.0569922 0.1671890
+## 1150 134.4920 4.99724 6.22133 0.866315 0.807325 358.927 0.0569922 0.1671890
+## 1151 127.1960 4.82374 6.45724 0.866567 0.772046 364.337 0.1187070 0.1310750
+## 1152 133.6840 4.68001 6.49339 0.847642 0.801823 360.420 0.1200070 0.1699400
+## 1153 131.5220 4.89262 6.53125 0.856723 0.755398 362.949 0.1202270 0.1574650
+## 1154 131.5220 4.89262 6.53125 0.856723 0.755398 362.949 0.1202270 0.1574650
+## 1155 131.5220 4.89262 6.53125 0.856723 0.755398 362.949 0.1202270 0.1574650
+## 1156 134.5140 4.99755 6.31099 0.860805 0.785411 360.177 0.0781886 0.1430710
+## 1157 131.6400 4.95711 6.22281 0.857760 0.790283 359.762 0.0768495 0.1426440
+## 1158 130.3950 4.86407 6.44690 0.851427 0.752769 360.274 0.1133350 0.1180140
+## 1159 128.3350 4.78481 6.49950 0.861041 0.767258 363.060 0.1184600 0.1530020
+## 1160 126.2680 4.88319 6.25639 0.859525 0.773768 364.655 0.0717797 0.1216100
+## 1161 123.0230 5.03055 6.09077 0.854713 0.794647 363.560 0.0311602 0.1108200
+## 1162 124.6910 4.84292 6.45196 0.858043 0.797685 364.657 0.0583654 0.1635290
+## 1163 124.6910 4.84292 6.45196 0.858043 0.797685 364.657 0.0583654 0.1635290
+## 1164 129.3240 4.89458 6.52999 0.847419 0.780893 363.512 0.1043230 0.1557080
+## 1165 127.6720 4.82808 6.18787 0.870145 0.791043 364.528 0.1078260 0.0913548
+## 1166 130.9220 5.08808 6.36956 0.844811 0.780122 363.433 0.0693456 0.1733940
+## 1167 137.1670 4.68831 6.49958 0.855156 0.774514 356.860 0.1777480 0.1737360
+## 1168 127.9040 4.95542 6.33003 0.859162 0.789030 364.314 0.0664266 0.1077310
+## 1169 130.1860 4.91271 6.29024 0.870589 0.800232 362.473 0.0731367 0.1149160
+## 1170 128.8530 4.80471 6.35016 0.862016 0.798104 360.703 0.0979216 0.1243900
+## 1171 129.2770 4.81082 6.20380 0.882411 0.795262 362.422 0.1353430 0.1544840
+## 1172 126.8240 4.74739 6.32638 0.879937 0.777743 363.824 0.1419480 0.1313820
+## 1173 132.5970 5.18264 6.02137 0.862955 0.782710 363.857 0.0722864 0.1261860
+## 1174 137.6670 4.86644 6.14461 0.882319 0.801141 360.229 0.1181420 0.1873960
+## 1175 128.7040 4.99637 6.10058 0.858590 0.795701 360.077 0.0463965 0.1777230
+## 1176 131.8480 4.82126 6.62185 0.876273 0.734641 364.543 0.1017430 0.1711380
+## 1177 132.6220 4.96246 6.19461 0.883220 0.788526 364.991 0.0976326 0.0911496
+## 1178 142.8540 5.10907 6.40067 0.845616 0.761673 358.959 0.0847969 0.1666850
+## 1179 143.1440 5.01313 6.44510 0.845323 0.756770 357.540 0.0865789 0.1444410
+## 1180 135.4040 4.95643 6.37366 0.849304 0.758902 362.655 0.0658743 0.1140040
+## 1181 135.9010 4.88495 6.52050 0.851645 0.766325 361.895 0.1050700 0.0961357
+## 1182 130.0010 4.86468 6.37467 0.860377 0.766702 361.931 0.0599531 0.0648290
+## 1183 145.1730 4.97038 6.60198 0.881676 0.820690 357.913 0.1667880 0.0874909
+## 1184 126.0040 4.95036 6.22902 0.867885 0.762146 364.410 0.0681344 0.1245840
+## 1185 128.0660 4.85469 6.48295 0.873464 0.728463 363.263 0.0806890 0.1434930
+## 1186 137.7780 4.90195 6.58095 0.845376 0.733913 356.222 0.0839726 0.1559430
+## 1187 142.6030 5.02582 6.12773 0.874235 0.789791 359.119 0.1659700 0.1532030
+## 1188 132.9200 4.96051 6.44713 0.854583 0.761011 363.386 0.0991317 0.1477900
+## 1189 134.7360 4.86905 6.58040 0.841149 0.768816 358.982 0.1040360 0.1513140
+## 1190 132.4690 4.75823 6.56753 0.864983 0.785811 364.197 0.1161410 0.1393600
+## 1191 141.8320 4.86160 6.30043 0.879540 0.840416 360.824 0.1195700 0.1081850
+## 1192 145.2710 4.97751 6.45495 0.852708 0.748347 361.051 0.0986351 0.1323530
+## 1193 136.7090 4.85126 6.15179 0.879598 0.838385 362.344 0.1211690 0.0708503
+## 1194 137.4940 4.96852 6.33789 0.849187 0.791453 361.979 0.1213080 0.1106100
+## 1195 133.8080 4.98311 6.38820 0.845847 0.785365 364.887 0.1198820 0.1167520
+## 1196 133.8080 4.98311 6.38820 0.845847 0.785365 364.887 0.1198820 0.1167520
+## 1197 129.0940 4.89976 6.82372 0.840838 0.743671 361.738 0.0958121 0.1338550
+## 1198 129.0940 4.89976 6.82372 0.840838 0.743671 361.738 0.0958121 0.1338550
+## 1199 129.0940 4.89976 6.82372 0.840838 0.743671 361.738 0.0958121 0.1338550
+## 1200 141.9510 4.91555 6.31796 0.869254 0.756286 361.986 0.1308640 0.1762910
+## 1201 146.1300 4.83352 6.26284 0.873783 0.762152 361.514 0.0771966 0.1603370
+## 1202 142.2700 4.88590 5.93305 0.881149 0.802544 359.532 0.1485140 0.0830385
+## 1203 142.8350 4.77502 6.06582 0.889900 0.774917 364.299 0.1229340 0.1298640
+## 1204 136.1280 4.76175 6.55002 0.845630 0.765135 360.420 0.1418590 0.1137250
+## 1205 130.0880 4.89182 6.47235 0.851189 0.762707 363.866 0.0969397 0.1166610
+## 1206 140.9760 4.97395 6.24996 0.853870 0.781516 360.573 0.0331119 0.1317920
+## 1207 134.0620 4.76427 6.48697 0.875880 0.744917 362.849 0.1310820 0.1370870
+## 1208 130.3350 4.89898 6.34865 0.884506 0.745070 364.614 0.1153610 0.1029520
+## 1209 138.9770 4.89164 6.17335 0.875426 0.784862 361.673 0.0597549 0.1306800
+## 1210 132.5040 4.92991 6.52250 0.860605 0.773326 361.847 0.1426540 0.0841601
+## 1211 144.0930 5.05166 6.31178 0.848975 0.779771 362.382 0.0353805 0.1327330
+## 1212 141.2060 5.09595 6.33988 0.846780 0.784238 359.437 0.1004330 0.1434990
+## 1213 126.5990 5.06067 6.57781 0.857265 0.753911 364.288 0.1511930 0.1249460
+## 1214 131.9230 5.12488 6.83830 0.834410 0.731253 360.050 0.1733580 0.1362610
+## 1215 131.5760 5.01480 6.92260 0.823322 0.727489 358.113 0.0815340 0.1625800
+## 1216 132.1060 4.74774 6.42007 0.833266 0.840220 360.094 0.1618140 0.2126550
+## 1217 131.9580 5.14506 6.44698 0.845988 0.768573 362.925 0.1297930 0.1257630
+## 1218 129.5790 5.17194 6.35247 0.834053 0.767595 362.362 0.0397305 0.0919409
+## 1219 124.7480 5.21005 6.38744 0.844710 0.778978 364.778 0.0361107 0.0982557
+## 1220 124.7480 5.21005 6.38744 0.844710 0.778978 364.778 0.0361107 0.0982557
+## 1221 138.1410 4.92915 6.55057 0.849447 0.771496 360.656 0.1218440 0.1508030
+## 1222 138.1410 4.92915 6.55057 0.849447 0.771496 360.656 0.1218440 0.1508030
+## 1223 135.0500 4.96303 6.76967 0.837327 0.757164 361.323 0.1225950 0.1306750
+## 1224 127.1350 4.89651 6.61301 0.841976 0.771178 363.531 0.0866468 0.1562010
+## 1225 125.8220 5.14656 6.35877 0.853837 0.752785 363.460 0.0620762 0.1365310
+## 1226 130.2920 5.05520 6.45238 0.866426 0.736622 363.903 0.0815306 0.1267290
+## 1227 121.6270 4.90847 6.45676 0.868951 0.775510 362.844 0.1044710 0.0994440
+## 1228 127.4100 4.98966 6.16586 0.873718 0.786067 360.655 0.1430480 0.0857011
+## 1229 126.2820 5.12476 6.03069 0.873433 0.777966 362.473 0.1032060 0.1158860
+## 1230 131.6090 5.24632 6.39084 0.834042 0.772717 358.914 0.1384910 0.1283560
+## 1231 130.8580 5.17727 6.52577 0.838564 0.754944 363.754 0.0838258 0.1134430
+## 1232 131.7740 5.13976 6.49093 0.839535 0.772326 362.473 0.0459719 0.0988995
+## 1233 132.0480 5.15807 6.36855 0.840467 0.791673 360.963 0.0694150 0.1020910
+## 1234 139.1810 4.94274 6.98750 0.818682 0.717133 355.673 0.1188400 0.1361770
+## 1235 126.7700 4.98671 6.37904 0.850643 0.750345 361.961 0.0763591 0.1578510
+## 1236 126.7700 4.98671 6.37904 0.850643 0.750345 361.961 0.0763591 0.1578510
+## 1237 123.5950 5.19956 6.47187 0.853343 0.750570 364.967 0.0476388 0.1043570
+## 1238 125.0040 5.32685 6.56058 0.843616 0.737305 362.323 0.0309462 0.1586120
+## 1239 128.1510 5.12089 5.99980 0.864809 0.798400 359.943 0.0664844 0.1593580
+## 1240 132.0310 5.22837 6.27604 0.847739 0.749082 359.260 0.0551064 0.1655280
+## 1241 125.8240 5.00581 6.89860 0.823979 0.724995 362.147 0.0670124 0.1003480
+## 1242 120.1890 5.14165 6.35322 0.849803 0.741920 361.130 0.0277540 0.1634260
+## 1243 126.9690 5.17176 6.16615 0.872004 0.748487 363.394 0.0513712 0.1622090
+## 1244 123.6590 4.96668 6.57604 0.862270 0.720883 363.329 0.0922664 0.1508120
+## 1245 138.7070 4.96778 6.58502 0.881175 0.725352 361.748 0.1335690 0.1701020
+## 1246 125.7950 4.63795 6.37345 0.863900 0.760462 362.834 0.0999008 0.1427810
+## 1247 119.6060 4.88596 6.72561 0.838969 0.727919 364.873 0.0705252 0.0972624
+## 1248 132.2730 4.91410 6.39407 0.883147 0.729589 364.444 0.1059140 0.1563930
+## 1249 125.2550 5.12363 6.80603 0.852090 0.749779 359.170 0.0994024 0.1736560
+## pA3 pA4 alpha_i d1 d2 d3 phi qp
+## 1 0.519140 0.651329 0.486876 0.881906 0.622153 0.437988 0.621604 0.0970337
+## 2 0.524206 0.652650 0.491369 0.889838 0.622347 0.439126 0.621562 0.0978779
+## 3 0.536599 0.668236 0.506051 0.898621 0.636298 0.428146 0.623294 0.0974571
+## 4 0.549191 0.658625 0.505228 0.898940 0.647654 0.435343 0.624765 0.0973755
+## 5 0.536824 0.654827 0.477133 0.882392 0.634674 0.445575 0.622049 0.0977340
+## 6 0.530050 0.643595 0.511131 0.877435 0.643654 0.439515 0.619026 0.0971776
+## 7 0.510167 0.633549 0.496399 0.873003 0.622700 0.445628 0.622041 0.0970562
+## 8 0.562809 0.650530 0.505461 0.888871 0.636287 0.435493 0.622223 0.0982910
+## 9 0.548142 0.666228 0.506933 0.877959 0.662825 0.420450 0.617393 0.0977359
+## 10 0.548142 0.666228 0.506933 0.877959 0.662825 0.420450 0.617393 0.0977359
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+## 958 0.519875 0.754617 0.618054 0.892585 0.823963 0.324156 0.615019 0.0969986
+## 959 0.488403 0.706446 0.512298 0.846090 0.829251 0.355181 0.616841 0.0959148
+## 960 0.533977 0.805090 0.739331 0.880428 0.808209 0.331714 0.621352 0.0973910
+## 961 0.484281 0.732786 0.491063 0.795045 0.879028 0.387249 0.621734 0.0948687
+## 962 0.509901 0.729410 0.586359 0.850789 0.831736 0.352206 0.610980 0.0969587
+## 963 0.481842 0.737935 0.619170 0.892882 0.791989 0.334906 0.609362 0.0973804
+## 964 0.495705 0.814012 0.732359 0.831556 0.836152 0.341525 0.622098 0.0940650
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+## 966 0.550166 0.765577 0.659016 0.848788 0.809915 0.349536 0.614974 0.0954105
+## 967 0.578106 0.813559 0.738904 0.859814 0.889772 0.322384 0.609771 0.0981852
+## 968 0.545201 0.778242 0.682449 0.854398 0.852395 0.337104 0.614327 0.0971636
+## 969 0.550558 0.773603 0.635397 0.854728 0.872206 0.336066 0.617062 0.0968652
+## 970 0.527756 0.742950 0.599954 0.903594 0.808352 0.324356 0.614494 0.0972793
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+## 972 0.541618 0.731345 0.552207 0.870011 0.840210 0.335760 0.623244 0.0981906
+## 973 0.541618 0.731345 0.552207 0.870011 0.840210 0.335760 0.623244 0.0981906
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+## 976 0.573366 0.720729 0.551469 0.886323 0.854421 0.324922 0.625306 0.0994662
+## 977 0.581383 0.630914 0.576181 0.844882 0.757543 0.378403 0.616067 0.0946788
+## 978 0.516162 0.738981 0.585167 0.883983 0.855879 0.320374 0.621328 0.0985677
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+## 980 0.516162 0.738981 0.585167 0.883983 0.855879 0.320374 0.621328 0.0985677
+## 981 0.516162 0.738981 0.585167 0.883983 0.855879 0.320374 0.621328 0.0985677
+## 982 0.516162 0.738981 0.585167 0.883983 0.855879 0.320374 0.621328 0.0985677
+## 983 0.526220 0.749749 0.595674 0.873608 0.871802 0.323094 0.620050 0.0979874
+## 984 0.526220 0.749749 0.595674 0.873608 0.871802 0.323094 0.620050 0.0979874
+## 985 0.541608 0.746542 0.632487 0.878966 0.864786 0.317993 0.624049 0.0993145
+## 986 0.541608 0.746542 0.632487 0.878966 0.864786 0.317993 0.624049 0.0993145
+## 987 0.541608 0.746542 0.632487 0.878966 0.864786 0.317993 0.624049 0.0993145
+## 988 0.535571 0.747224 0.676019 0.887189 0.843215 0.315775 0.624870 0.0995421
+## 989 0.550840 0.762430 0.675115 0.867312 0.878571 0.319451 0.620694 0.0984987
+## 990 0.550840 0.762430 0.675115 0.867312 0.878571 0.319451 0.620694 0.0984987
+## 991 0.512425 0.706191 0.640893 0.905256 0.769947 0.327663 0.616798 0.0979226
+## 992 0.496718 0.751427 0.740031 0.891439 0.790141 0.327135 0.616333 0.0976470
+## 993 0.496718 0.751427 0.740031 0.891439 0.790141 0.327135 0.616333 0.0976470
+## 994 0.537682 0.753410 0.593836 0.874710 0.874332 0.318048 0.620840 0.0997185
+## 995 0.529809 0.773596 0.695880 0.871066 0.843992 0.321824 0.616230 0.0978206
+## 996 0.537939 0.784476 0.649040 0.858100 0.861630 0.323670 0.614122 0.0948617
+## 997 0.559651 0.764597 0.631796 0.861696 0.823998 0.339052 0.616991 0.0952256
+## 998 0.512542 0.757477 0.515849 0.870932 0.817909 0.345569 0.616186 0.0960193
+## 999 0.543847 0.743663 0.772526 0.890689 0.778789 0.330216 0.625137 0.0987968
+## 1000 0.572559 0.776274 0.635894 0.850946 0.812077 0.346255 0.619716 0.0951195
+## 1001 0.571766 0.803906 0.658428 0.852508 0.889041 0.331021 0.618036 0.0965712
+## 1002 0.569389 0.793411 0.636502 0.857152 0.870128 0.335468 0.612299 0.0950951
+## 1003 0.527394 0.776045 0.633786 0.882967 0.881109 0.319612 0.612330 0.0967577
+## 1004 0.527394 0.776045 0.633786 0.882967 0.881109 0.319612 0.612330 0.0967577
+## 1005 0.546428 0.724175 0.621872 0.894701 0.833771 0.321042 0.621464 0.0984023
+## 1006 0.565542 0.734844 0.614255 0.887718 0.843682 0.329545 0.616115 0.0967175
+## 1007 0.527501 0.696814 0.643982 0.916229 0.809214 0.317542 0.617194 0.0990933
+## 1008 0.531431 0.747586 0.712309 0.914588 0.819516 0.312956 0.619933 0.0998180
+## 1009 0.580625 0.852359 0.655170 0.882642 0.827331 0.315590 0.616833 0.0958608
+## 1010 0.525476 0.828828 0.653526 0.868715 0.852053 0.314035 0.615537 0.0950403
+## 1011 0.530784 0.855161 0.720846 0.915732 0.812050 0.308347 0.613226 0.0965617
+## 1012 0.554305 0.792694 0.651198 0.870821 0.846148 0.327467 0.615476 0.0962393
+## 1013 0.514994 0.716291 0.670587 0.887270 0.799456 0.335691 0.619860 0.0981256
+## 1014 0.539942 0.776263 0.702540 0.851600 0.816525 0.352484 0.617030 0.0964312
+## 1015 0.498975 0.802352 0.666898 0.867518 0.849918 0.322161 0.616653 0.0966912
+## 1016 0.498975 0.802352 0.666898 0.867518 0.849918 0.322161 0.616653 0.0966912
+## 1017 0.552909 0.753723 0.623270 0.870590 0.878170 0.312437 0.614571 0.0965779
+## 1018 0.552909 0.753723 0.623270 0.870590 0.878170 0.312437 0.614571 0.0965779
+## 1019 0.552909 0.753723 0.623270 0.870590 0.878170 0.312437 0.614571 0.0965779
+## 1020 0.552909 0.753723 0.623270 0.870590 0.878170 0.312437 0.614571 0.0965779
+## 1021 0.522675 0.784102 0.665505 0.865138 0.869843 0.318934 0.610391 0.0955698
+## 1022 0.526989 0.783067 0.646758 0.860272 0.880611 0.321391 0.611751 0.0956462
+## 1023 0.542318 0.785686 0.628402 0.872567 0.884334 0.314206 0.613613 0.0957102
+## 1024 0.537609 0.813393 0.686113 0.869619 0.859619 0.322105 0.611629 0.0951192
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+## 1027 0.564560 0.725719 0.650046 0.862242 0.838508 0.332030 0.618136 0.0974723
+## 1028 0.568618 0.704859 0.639037 0.854677 0.872209 0.334363 0.617155 0.0980775
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+## 1040 0.536255 0.764183 0.681171 0.851768 0.857949 0.326220 0.613401 0.0952434
+## 1041 0.526697 0.797604 0.684721 0.881464 0.849580 0.312457 0.613163 0.0937176
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+## 1047 0.542201 0.783952 0.636988 0.881171 0.844773 0.313072 0.618694 0.0967386
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+## 1053 0.528903 0.802414 0.673402 0.854411 0.885242 0.308241 0.617432 0.0960006
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+## 1057 0.540643 0.808323 0.621668 0.837944 0.872454 0.335862 0.616033 0.0938218
+## 1058 0.529662 0.755135 0.621668 0.901989 0.806056 0.311448 0.614167 0.0964308
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+## 1060 0.521989 0.783010 0.585179 0.888700 0.847785 0.311754 0.624679 0.0977196
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+## 1062 0.521532 0.810354 0.623409 0.839872 0.836442 0.349365 0.616637 0.0921689
+## 1063 0.534147 0.806719 0.635689 0.863255 0.823193 0.334898 0.619955 0.0915126
+## 1064 0.556024 0.793158 0.581509 0.863528 0.875362 0.317577 0.617236 0.0930813
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+## 1071 0.560397 0.775110 0.629363 0.868930 0.836934 0.333964 0.615212 0.0966625
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+## 1076 0.517901 0.713340 0.580283 0.875298 0.888174 0.306784 0.616462 0.0982313
+## 1077 0.517901 0.713340 0.580283 0.875298 0.888174 0.306784 0.616462 0.0982313
+## 1078 0.522145 0.721115 0.580885 0.864322 0.910338 0.315528 0.622267 0.0982126
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+## 1080 0.517199 0.796413 0.588836 0.872610 0.843301 0.339216 0.617577 0.0938063
+## 1081 0.504823 0.733369 0.616060 0.889082 0.834149 0.329406 0.622041 0.0964236
+## 1082 0.510307 0.753400 0.657611 0.864394 0.820495 0.342948 0.621618 0.0943891
+## 1083 0.514652 0.773330 0.647702 0.868428 0.825323 0.349203 0.623268 0.0948949
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+## 1090 0.530941 0.727223 0.621178 0.878935 0.752018 0.350102 0.611601 0.0901232
+## 1091 0.563424 0.740635 0.661396 0.906821 0.825556 0.326580 0.617623 0.0995201
+## 1092 0.540376 0.811604 0.667101 0.873736 0.833252 0.317701 0.617254 0.0945791
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+## 1094 0.518882 0.782204 0.649932 0.840943 0.854404 0.352860 0.617141 0.0939840
+## 1095 0.527652 0.737592 0.684900 0.859434 0.850004 0.334977 0.617591 0.0971524
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+## 1097 0.549180 0.729031 0.623813 0.895050 0.821431 0.342060 0.620950 0.0977775
+## 1098 0.539610 0.764296 0.618579 0.892214 0.833370 0.312124 0.614558 0.0961613
+## 1099 0.518384 0.760484 0.684657 0.900792 0.795356 0.326579 0.615709 0.0971218
+## 1100 0.568355 0.789043 0.652517 0.877861 0.852821 0.323268 0.614036 0.0995209
+## 1101 0.516007 0.743509 0.653096 0.875254 0.858767 0.322699 0.621722 0.0998097
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+## 1103 0.498929 0.729396 0.619810 0.886684 0.852069 0.316713 0.619816 0.0978225
+## 1104 0.533794 0.734613 0.619069 0.911614 0.835654 0.304895 0.618307 0.0992147
+## 1105 0.519722 0.743603 0.603699 0.892755 0.828339 0.326766 0.618869 0.0975280
+## 1106 0.506434 0.740524 0.645395 0.876944 0.844012 0.333365 0.622797 0.0994599
+## 1107 0.506434 0.740524 0.645395 0.876944 0.844012 0.333365 0.622797 0.0994599
+## 1108 0.538003 0.739343 0.617551 0.854284 0.824682 0.356798 0.618790 0.0932973
+## 1109 0.548636 0.730088 0.620935 0.851964 0.849950 0.354775 0.624555 0.0973656
+## 1110 0.522889 0.789380 0.612701 0.876758 0.848642 0.332474 0.621230 0.0964579
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+## 1113 0.502013 0.818292 0.695671 0.854711 0.818547 0.339026 0.615918 0.0953749
+## 1114 0.514228 0.741401 0.675015 0.868834 0.785765 0.345999 0.611868 0.0962757
+## 1115 0.514228 0.741401 0.675015 0.868834 0.785765 0.345999 0.611868 0.0962757
+## 1116 0.520453 0.704868 0.540239 0.857200 0.734626 0.405208 0.620843 0.0952964
+## 1117 0.509664 0.716580 0.539892 0.888679 0.733891 0.378466 0.620972 0.0966742
+## 1118 0.497120 0.716069 0.634010 0.840289 0.835287 0.346085 0.622565 0.0972014
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+## 1120 0.490029 0.684450 0.572549 0.875726 0.766031 0.365408 0.615371 0.0951502
+## 1121 0.490029 0.684450 0.572549 0.875726 0.766031 0.365408 0.615371 0.0951502
+## 1122 0.490029 0.684450 0.572549 0.875726 0.766031 0.365408 0.615371 0.0951502
+## 1123 0.484996 0.694996 0.611000 0.863282 0.805193 0.349092 0.618623 0.0950609
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+## 1126 0.524542 0.759626 0.628551 0.866584 0.814786 0.356428 0.617888 0.0962643
+## 1127 0.529374 0.788286 0.674716 0.876277 0.842547 0.342352 0.617478 0.0973818
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+## 1131 0.509804 0.719773 0.624656 0.879824 0.834197 0.335415 0.615839 0.0964468
+## 1132 0.507161 0.707500 0.624314 0.864988 0.843552 0.341829 0.620388 0.0987574
+## 1133 0.531793 0.718466 0.636532 0.873049 0.845922 0.321013 0.614478 0.0986845
+## 1134 0.531793 0.718466 0.636532 0.873049 0.845922 0.321013 0.614478 0.0986845
+## 1135 0.535142 0.742253 0.626004 0.877952 0.860853 0.313720 0.616490 0.0972209
+## 1136 0.518910 0.796384 0.676874 0.853079 0.808130 0.336271 0.603826 0.0933481
+## 1137 0.535142 0.742253 0.626004 0.877952 0.860853 0.313720 0.616490 0.0972209
+## 1138 0.540799 0.757138 0.638703 0.900324 0.831808 0.318488 0.617485 0.0979256
+## 1139 0.540799 0.757138 0.638703 0.900324 0.831808 0.318488 0.617485 0.0979256
+## 1140 0.528578 0.725058 0.628333 0.896390 0.803113 0.330370 0.617014 0.0983193
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+## 1142 0.507727 0.706283 0.616877 0.904885 0.784812 0.329921 0.618019 0.0974911
+## 1143 0.499726 0.692293 0.587973 0.907662 0.784682 0.333185 0.620906 0.0980918
+## 1144 0.517847 0.772559 0.657800 0.870724 0.883745 0.303736 0.618108 0.0984821
+## 1145 0.517847 0.772559 0.657800 0.870724 0.883745 0.303736 0.618108 0.0984821
+## 1146 0.511950 0.744079 0.627423 0.863815 0.864175 0.328436 0.620798 0.0983027
+## 1147 0.539753 0.802423 0.643898 0.883910 0.897091 0.292319 0.619004 0.0973116
+## 1148 0.513230 0.732379 0.614151 0.856734 0.860524 0.333648 0.614446 0.0963930
+## 1149 0.490451 0.733740 0.615361 0.872473 0.797887 0.351645 0.617464 0.0959970
+## 1150 0.490451 0.733740 0.615361 0.872473 0.797887 0.351645 0.617464 0.0959970
+## 1151 0.522375 0.796319 0.654018 0.865362 0.857481 0.321161 0.615198 0.0950499
+## 1152 0.583703 0.808808 0.620585 0.871544 0.854987 0.323473 0.622179 0.0971257
+## 1153 0.574272 0.829290 0.665627 0.863260 0.878231 0.322133 0.621176 0.0968826
+## 1154 0.574272 0.829290 0.665627 0.863260 0.878231 0.322133 0.621176 0.0968826
+## 1155 0.574272 0.829290 0.665627 0.863260 0.878231 0.322133 0.621176 0.0968826
+## 1156 0.530982 0.776223 0.649751 0.875553 0.844339 0.329641 0.619400 0.0966470
+## 1157 0.505943 0.749600 0.657089 0.882869 0.816515 0.331575 0.615930 0.0960094
+## 1158 0.523918 0.766786 0.654776 0.874279 0.866024 0.314782 0.617372 0.0968046
+## 1159 0.546160 0.823854 0.658159 0.870220 0.864987 0.317460 0.618166 0.0960865
+## 1160 0.538168 0.854363 0.679883 0.854879 0.895095 0.316560 0.622477 0.0967875
+## 1161 0.479303 0.740438 0.654314 0.872928 0.820454 0.339113 0.614788 0.0957049
+## 1162 0.497018 0.773558 0.620239 0.880747 0.804745 0.347000 0.621524 0.0937305
+## 1163 0.497018 0.773558 0.620239 0.880747 0.804745 0.347000 0.621524 0.0937305
+## 1164 0.538895 0.777763 0.612979 0.871748 0.862293 0.328006 0.623808 0.0967215
+## 1165 0.539014 0.826310 0.660420 0.867762 0.882859 0.310939 0.619308 0.0963452
+## 1166 0.561036 0.789214 0.645322 0.867211 0.860536 0.337276 0.626065 0.0979492
+## 1167 0.563704 0.756669 0.610369 0.852761 0.874547 0.324817 0.624382 0.0966133
+## 1168 0.548784 0.813374 0.658767 0.877791 0.876008 0.319830 0.620536 0.0952813
+## 1169 0.522361 0.762655 0.617705 0.865618 0.862225 0.333288 0.620525 0.0943148
+## 1170 0.524101 0.747782 0.587609 0.870529 0.857018 0.330478 0.621170 0.0956855
+## 1171 0.538386 0.794431 0.627068 0.861509 0.844463 0.333570 0.617978 0.0954203
+## 1172 0.546912 0.837157 0.644740 0.872260 0.871485 0.312665 0.617638 0.0960375
+## 1173 0.540752 0.799229 0.677608 0.866473 0.851975 0.332292 0.620984 0.0996576
+## 1174 0.535096 0.816673 0.696692 0.825666 0.847048 0.349696 0.628700 0.0938641
+## 1175 0.498934 0.745783 0.648108 0.886623 0.775736 0.348092 0.616716 0.0974289
+## 1176 0.516932 0.818043 0.678102 0.865662 0.846207 0.333602 0.628022 0.0944541
+## 1177 0.536226 0.826978 0.676985 0.851814 0.885225 0.323659 0.620482 0.0952176
+## 1178 0.527836 0.735598 0.662200 0.872141 0.829375 0.338382 0.625747 0.0986765
+## 1179 0.512816 0.718149 0.668302 0.876948 0.840117 0.327271 0.623473 0.0973594
+## 1180 0.535618 0.818595 0.724264 0.876536 0.846998 0.326504 0.627967 0.0955655
+## 1181 0.541833 0.799607 0.663826 0.881235 0.865509 0.317753 0.623096 0.0958694
+## 1182 0.505127 0.792682 0.677325 0.884786 0.858008 0.316811 0.621208 0.0944422
+## 1183 0.525184 0.819914 0.626558 0.837586 0.832164 0.350644 0.616016 0.0928016
+## 1184 0.524219 0.801288 0.669706 0.891315 0.847544 0.319072 0.618823 0.0974851
+## 1185 0.525269 0.810562 0.681242 0.895990 0.837332 0.318001 0.619923 0.0966791
+## 1186 0.517766 0.728686 0.660225 0.906119 0.819215 0.318040 0.619697 0.0982237
+## 1187 0.557294 0.787661 0.698101 0.858156 0.847756 0.321211 0.611052 0.0973097
+## 1188 0.527856 0.784332 0.653594 0.872473 0.866791 0.316170 0.618469 0.0980802
+## 1189 0.513664 0.734121 0.600272 0.875479 0.848455 0.325065 0.619441 0.0983127
+## 1190 0.525529 0.789072 0.626631 0.857805 0.874097 0.322747 0.623090 0.0952440
+## 1191 0.492325 0.763216 0.621847 0.813352 0.872701 0.343343 0.623104 0.0936491
+## 1192 0.490655 0.723499 0.726984 0.875305 0.867584 0.306429 0.618301 0.0966909
+## 1193 0.512272 0.785890 0.648044 0.816952 0.905490 0.328039 0.621279 0.0930763
+## 1194 0.556223 0.791843 0.679211 0.838809 0.920642 0.313671 0.623099 0.0959537
+## 1195 0.582342 0.830616 0.683803 0.845995 0.929345 0.309460 0.624365 0.0968399
+## 1196 0.582342 0.830616 0.683803 0.845995 0.929345 0.309460 0.624365 0.0968399
+## 1197 0.535994 0.770791 0.591050 0.874165 0.868001 0.325256 0.619826 0.0985942
+## 1198 0.535994 0.770791 0.591050 0.874165 0.868001 0.325256 0.619826 0.0985942
+## 1199 0.535994 0.770791 0.591050 0.874165 0.868001 0.325256 0.619826 0.0985942
+## 1200 0.546009 0.772405 0.683836 0.888278 0.818141 0.320913 0.618893 0.0990002
+## 1201 0.470795 0.659935 0.691331 0.865255 0.854370 0.312659 0.621342 0.0967620
+## 1202 0.529739 0.777601 0.718376 0.874731 0.838622 0.314447 0.617666 0.0959947
+## 1203 0.504502 0.757420 0.734718 0.821642 0.922068 0.309827 0.628500 0.0944421
+## 1204 0.513263 0.741977 0.659272 0.880232 0.854076 0.310662 0.619397 0.0960287
+## 1205 0.517517 0.771230 0.651979 0.871462 0.870488 0.318084 0.619264 0.0965614
+## 1206 0.465254 0.720419 0.677960 0.902059 0.784259 0.329682 0.621878 0.0970915
+## 1207 0.479330 0.733659 0.669830 0.858132 0.905746 0.297623 0.615670 0.0956287
+## 1208 0.490311 0.753436 0.673668 0.852373 0.937483 0.294705 0.615537 0.0960701
+## 1209 0.497203 0.751263 0.664214 0.895289 0.803540 0.324761 0.619286 0.0970934
+## 1210 0.551565 0.818945 0.644430 0.855157 0.916138 0.311167 0.618893 0.0962235
+## 1211 0.493076 0.726805 0.645331 0.903731 0.807065 0.326349 0.625278 0.0996138
+## 1212 0.533998 0.760837 0.636312 0.893407 0.804303 0.335178 0.619885 0.0995141
+## 1213 0.517387 0.793832 0.620736 0.886314 0.868895 0.312929 0.609387 0.0976253
+## 1214 0.539384 0.780321 0.617122 0.898620 0.853547 0.315822 0.611624 0.0988260
+## 1215 0.447282 0.691893 0.598079 0.908317 0.802341 0.332322 0.618546 0.0969684
+## 1216 0.548379 0.791289 0.632308 0.888747 0.796477 0.332440 0.612076 0.0948054
+## 1217 0.530689 0.788374 0.639673 0.894744 0.891177 0.298112 0.610016 0.0993164
+## 1218 0.505240 0.783300 0.660486 0.891451 0.863581 0.319376 0.622632 0.0982948
+## 1219 0.510369 0.813842 0.630564 0.889607 0.839420 0.337690 0.621272 0.0975088
+## 1220 0.510369 0.813842 0.630564 0.889607 0.839420 0.337690 0.621272 0.0975088
+## 1221 0.537725 0.756392 0.616615 0.868911 0.848049 0.329870 0.621545 0.0977017
+## 1222 0.537725 0.756392 0.616615 0.868911 0.848049 0.329870 0.621545 0.0977017
+## 1223 0.531721 0.743417 0.595627 0.864327 0.887514 0.321510 0.620561 0.0975179
+## 1224 0.537088 0.792897 0.607379 0.905436 0.856738 0.312657 0.618826 0.0978088
+## 1225 0.535800 0.805699 0.643396 0.900685 0.884988 0.308063 0.615826 0.0992131
+## 1226 0.512938 0.780453 0.667085 0.860331 0.938140 0.300889 0.618173 0.0975955
+## 1227 0.486857 0.787832 0.627404 0.871044 0.846598 0.334231 0.618018 0.0932323
+## 1228 0.525294 0.823703 0.666777 0.864756 0.863168 0.323740 0.615513 0.0951942
+## 1229 0.483422 0.825152 0.724273 0.865708 0.884060 0.309981 0.611117 0.0952417
+## 1230 0.501778 0.791980 0.656857 0.877996 0.845244 0.325262 0.611282 0.0980409
+## 1231 0.527515 0.789116 0.637121 0.886565 0.906796 0.302514 0.615446 0.0998930
+## 1232 0.525574 0.782156 0.609771 0.901719 0.856757 0.320422 0.621511 0.0995434
+## 1233 0.530728 0.811352 0.645074 0.876291 0.858460 0.331089 0.621507 0.0975732
+## 1234 0.496572 0.663397 0.567114 0.888414 0.825225 0.331102 0.619713 0.0998924
+## 1235 0.451636 0.738476 0.651310 0.882998 0.856906 0.311764 0.612565 0.0970576
+## 1236 0.451636 0.738476 0.651310 0.882998 0.856906 0.311764 0.612565 0.0970576
+## 1237 0.493470 0.792726 0.637011 0.884527 0.874804 0.323830 0.618784 0.0970848
+## 1238 0.493511 0.797419 0.659112 0.888145 0.848143 0.337395 0.619537 0.0966134
+## 1239 0.485340 0.815746 0.737626 0.851456 0.836486 0.340966 0.618240 0.0932659
+## 1240 0.508940 0.791613 0.734436 0.868298 0.839764 0.337298 0.621482 0.0959145
+## 1241 0.516651 0.754408 0.581752 0.899729 0.883026 0.313301 0.622220 0.0993801
+## 1242 0.477217 0.796440 0.654952 0.902647 0.850898 0.318406 0.614677 0.0977993
+## 1243 0.518576 0.795497 0.661657 0.915768 0.851316 0.311609 0.616306 0.0994455
+## 1244 0.515741 0.756735 0.609148 0.896625 0.884308 0.308560 0.617482 0.0983746
+## 1245 0.529062 0.805983 0.710943 0.835665 0.923479 0.307208 0.617727 0.0957292
+## 1246 0.513352 0.748007 0.613204 0.906081 0.849793 0.305242 0.619654 0.0981503
+## 1247 0.517511 0.755334 0.578694 0.913814 0.869008 0.314389 0.624627 0.0983113
+## 1248 0.526663 0.793838 0.688024 0.859876 0.920105 0.301530 0.617150 0.0966520
+## 1249 0.466101 0.744715 0.577536 0.882877 0.829937 0.345302 0.618626 0.0952115
+## qc b1 psi c5ep1 c5ep2 ep5 ep6
+## 1 0.999361 1.99626 0.258520 -4.60172 -0.232846 3.05344e-05 0.000147042
+## 2 0.999948 1.99816 0.257884 -4.60084 -0.233374 3.03877e-05 0.000146054
+## 3 0.999341 1.99664 0.257160 -4.60839 -0.233893 3.07151e-05 0.000144364
+## 4 0.999274 1.99972 0.255122 -4.60718 -0.232938 2.86726e-05 0.000141545
+## 5 0.999644 1.99674 0.260177 -4.62455 -0.229634 3.05826e-05 0.000144383
+## 6 0.999927 1.99755 0.258645 -4.61297 -0.231918 3.09393e-05 0.000146081
+## 7 0.999896 1.99475 0.261634 -4.61811 -0.231371 3.15523e-05 0.000145267
+## 8 0.999115 1.99554 0.262797 -4.62190 -0.230556 2.97339e-05 0.000144033
+## 9 0.999471 1.99938 0.263954 -4.61267 -0.231109 2.99149e-05 0.000147668
+## 10 0.999471 1.99938 0.263954 -4.61267 -0.231109 2.99149e-05 0.000147668
+## 11 0.999428 1.99890 0.265341 -4.62135 -0.230230 3.08815e-05 0.000149840
+## 12 0.999428 1.99890 0.265341 -4.62135 -0.230230 3.08815e-05 0.000149840
+## 13 0.995497 1.95753 0.255954 -4.59824 -0.233252 2.93388e-05 0.000115939
+## 14 0.999617 1.99407 0.259398 -4.61204 -0.231628 3.09186e-05 0.000142380
+## 15 0.999831 1.99669 0.262947 -4.61454 -0.230919 3.03855e-05 0.000141511
+## 16 0.999568 1.99480 0.252886 -4.57966 -0.238054 3.10452e-05 0.000143183
+## 17 0.999568 1.99480 0.252886 -4.57966 -0.238054 3.10452e-05 0.000143183
+## 18 0.999568 1.99480 0.252886 -4.57966 -0.238054 3.10452e-05 0.000143183
+## 19 0.999194 1.99973 0.263845 -4.63307 -0.231394 2.89820e-05 0.000143587
+## 20 0.999229 1.99775 0.262004 -4.60453 -0.233557 3.07529e-05 0.000148311
+## 21 0.999229 1.99775 0.262004 -4.60453 -0.233557 3.07529e-05 0.000148311
+## 22 0.999580 1.99925 0.259325 -4.60591 -0.234217 3.01620e-05 0.000140421
+## 23 0.999345 1.99504 0.257585 -4.58188 -0.236276 3.10207e-05 0.000143391
+## 24 0.999917 1.99840 0.253854 -4.57516 -0.237204 3.04855e-05 0.000145735
+## 25 0.999930 1.99858 0.257300 -4.61776 -0.233073 3.01257e-05 0.000141070
+## 26 0.998907 1.99600 0.259112 -4.59727 -0.234386 2.97039e-05 0.000139239
+## 27 0.999052 1.99938 0.259131 -4.57138 -0.236732 3.11905e-05 0.000148766
+## 28 0.999052 1.99938 0.259131 -4.57138 -0.236732 3.11905e-05 0.000148766
+## 29 0.999052 1.99938 0.259131 -4.57138 -0.236732 3.11905e-05 0.000148766
+## 30 0.998371 1.99764 0.260022 -4.57897 -0.235474 3.07403e-05 0.000149079
+## 31 0.999333 1.99580 0.251805 -4.58701 -0.236108 2.97780e-05 0.000142222
+## 32 0.999742 1.99533 0.257924 -4.59199 -0.234034 3.10714e-05 0.000149631
+## 33 0.999818 1.99934 0.256898 -4.57127 -0.237230 3.01893e-05 0.000147801
+## 34 0.999818 1.99934 0.256898 -4.57127 -0.237230 3.01893e-05 0.000147801
+## 35 0.999536 1.99800 0.255182 -4.59014 -0.235633 2.97057e-05 0.000144419
+## 36 0.999536 1.99800 0.255182 -4.59014 -0.235633 2.97057e-05 0.000144419
+## 37 0.999768 1.99940 0.259353 -4.57858 -0.236129 2.96749e-05 0.000143155
+## 38 0.999836 1.99961 0.262856 -4.58723 -0.234199 2.95592e-05 0.000144479
+## 39 0.999741 1.99782 0.261046 -4.60479 -0.233359 2.94834e-05 0.000142621
+## 40 0.999631 1.99880 0.263055 -4.59758 -0.232832 3.11405e-05 0.000146974
+## 41 0.999464 1.99807 0.262233 -4.59361 -0.234060 3.03885e-05 0.000148149
+## 42 0.999738 1.99857 0.271197 -4.63731 -0.227722 2.98743e-05 0.000145374
+## 43 0.999949 1.99627 0.261451 -4.60944 -0.232109 3.11100e-05 0.000147317
+## 44 0.998774 1.99625 0.261465 -4.58923 -0.234716 2.96859e-05 0.000147105
+## 45 0.999348 1.99648 0.263584 -4.58415 -0.234064 3.02670e-05 0.000148691
+## 46 0.999496 1.99584 0.266937 -4.59274 -0.232855 3.15294e-05 0.000149280
+## 47 0.999948 1.99586 0.259034 -4.59050 -0.234970 2.99440e-05 0.000148211
+## 48 0.998202 1.99156 0.253479 -4.58496 -0.236593 3.00404e-05 0.000142317
+## 49 0.998753 1.99656 0.251341 -4.57746 -0.236785 3.07539e-05 0.000143918
+## 50 0.999861 1.99924 0.261149 -4.58947 -0.233659 3.09211e-05 0.000146305
+## 51 0.999849 1.99895 0.258704 -4.55959 -0.236680 3.17084e-05 0.000150776
+## 52 0.999696 1.99954 0.257891 -4.56546 -0.235874 3.26131e-05 0.000151287
+## 53 0.998696 1.99611 0.258965 -4.58472 -0.235703 2.99380e-05 0.000145469
+## 54 0.999945 1.99965 0.266136 -4.58270 -0.233729 3.03125e-05 0.000149425
+## 55 0.999841 1.99778 0.256628 -4.57646 -0.234547 3.17695e-05 0.000146213
+## 56 0.999525 1.99919 0.266613 -4.60431 -0.230787 3.07908e-05 0.000151772
+## 57 0.999215 1.99913 0.261538 -4.57601 -0.235401 2.97914e-05 0.000147041
+## 58 0.999194 1.99819 0.262553 -4.56521 -0.235698 3.06413e-05 0.000150858
+## 59 0.989694 1.97686 0.264771 -4.53363 -0.238307 3.22651e-05 0.000153698
+## 60 0.998923 1.99845 0.263905 -4.57582 -0.235224 3.12301e-05 0.000151639
+## 61 0.997636 1.99711 0.262981 -4.60389 -0.232951 3.02213e-05 0.000149571
+## 62 0.998701 1.99941 0.263227 -4.61515 -0.231693 3.00754e-05 0.000146638
+## 63 0.999390 1.99819 0.264514 -4.60726 -0.232822 3.02345e-05 0.000150217
+## 64 0.998701 1.99941 0.263227 -4.61515 -0.231693 3.00754e-05 0.000146638
+## 65 0.999468 1.99965 0.259195 -4.59675 -0.234581 2.95041e-05 0.000148859
+## 66 0.999468 1.99965 0.259195 -4.59675 -0.234581 2.95041e-05 0.000148859
+## 67 0.999167 1.99937 0.264314 -4.59524 -0.233075 3.07560e-05 0.000149185
+## 68 0.998467 1.99465 0.264106 -4.58650 -0.235168 3.07415e-05 0.000149812
+## 69 0.999726 1.99842 0.258207 -4.58744 -0.236846 3.02322e-05 0.000151766
+## 70 0.999527 1.99898 0.257321 -4.60259 -0.235757 3.00845e-05 0.000153334
+## 71 0.999955 1.99922 0.259151 -4.58331 -0.236623 3.06188e-05 0.000148614
+## 72 0.999955 1.99922 0.259151 -4.58331 -0.236623 3.06188e-05 0.000148614
+## 73 0.999477 1.99873 0.264542 -4.58814 -0.232834 3.15357e-05 0.000147538
+## 74 0.999968 1.99888 0.264525 -4.60328 -0.231803 3.06915e-05 0.000149273
+## 75 0.999968 1.99888 0.264525 -4.60328 -0.231803 3.06915e-05 0.000149273
+## 76 0.999671 1.99972 0.271442 -4.60324 -0.229020 3.12167e-05 0.000154426
+## 77 0.999085 1.99944 0.269844 -4.61287 -0.228693 3.08560e-05 0.000155789
+## 78 0.997585 1.99892 0.266094 -4.61472 -0.231304 3.00802e-05 0.000153404
+## 79 0.998820 1.99791 0.265319 -4.59807 -0.232302 3.10721e-05 0.000154312
+## 80 0.999628 1.99940 0.259793 -4.60753 -0.232661 3.02758e-05 0.000152171
+## 81 0.999573 1.99723 0.265208 -4.63184 -0.229557 2.96439e-05 0.000149587
+## 82 0.999755 1.99904 0.254273 -4.58410 -0.235517 3.06184e-05 0.000148242
+## 83 0.999755 1.99904 0.254273 -4.58410 -0.235517 3.06184e-05 0.000148242
+## 84 0.998394 1.99966 0.253355 -4.56714 -0.239603 3.00121e-05 0.000146317
+## 85 0.998867 1.99978 0.262848 -4.58779 -0.234372 3.06541e-05 0.000151930
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+## 903 0.999672 1.99677 0.240412 -4.60056 -0.237206 3.19697e-05 0.000151449
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+## 1065 0.998215 1.99978 0.236407 -4.61645 -0.232658 2.90351e-05 0.000147669
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+## 1068 0.998093 1.99748 0.235048 -4.61716 -0.231836 2.96239e-05 0.000150285
+## 1069 0.999441 1.99753 0.243107 -4.60826 -0.233366 3.00014e-05 0.000152587
+## 1070 0.999756 1.99871 0.250994 -4.62055 -0.233231 3.08813e-05 0.000156675
+## 1071 0.998886 1.99667 0.238209 -4.59835 -0.234823 3.06943e-05 0.000143316
+## 1072 0.999612 1.99714 0.244903 -4.61044 -0.234724 3.09685e-05 0.000152112
+## 1073 0.999799 1.99696 0.241061 -4.59889 -0.236205 3.14015e-05 0.000154066
+## 1074 0.999352 1.99675 0.237996 -4.59654 -0.235949 3.06748e-05 0.000155967
+## 1075 0.999343 1.99682 0.247693 -4.61412 -0.233548 3.04959e-05 0.000155053
+## 1076 0.999339 1.99886 0.241679 -4.61997 -0.233537 2.98722e-05 0.000149768
+## 1077 0.999339 1.99886 0.241679 -4.61997 -0.233537 2.98722e-05 0.000149768
+## 1078 0.999025 1.99860 0.230783 -4.58592 -0.237657 2.98083e-05 0.000139728
+## 1079 0.998632 1.99948 0.242048 -4.62600 -0.232403 3.01591e-05 0.000153238
+## 1080 0.998747 1.99770 0.227515 -4.57663 -0.236254 3.01815e-05 0.000142692
+## 1081 0.998799 1.99751 0.229596 -4.59001 -0.235279 3.05094e-05 0.000142008
+## 1082 0.998447 1.99839 0.231329 -4.60998 -0.233083 3.03042e-05 0.000139743
+## 1083 0.998613 1.99760 0.232273 -4.59609 -0.234125 3.06055e-05 0.000143888
+## 1084 0.999364 1.99715 0.230338 -4.57831 -0.236779 3.06732e-05 0.000135612
+## 1085 0.999801 1.99994 0.249785 -4.62134 -0.232122 3.05090e-05 0.000156623
+## 1086 0.999642 1.99750 0.237694 -4.59919 -0.234730 3.03475e-05 0.000144824
+## 1087 0.999711 1.99633 0.239393 -4.59680 -0.234119 3.09686e-05 0.000145806
+## 1088 0.999311 1.99524 0.231768 -4.58284 -0.235195 3.06401e-05 0.000143636
+## 1089 0.999544 1.99838 0.237966 -4.58371 -0.236571 2.97357e-05 0.000147535
+## 1090 0.999957 1.99861 0.253142 -4.65229 -0.228843 3.09235e-05 0.000150256
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+## 1092 0.999876 1.99589 0.241537 -4.65785 -0.226000 3.19410e-05 0.000160355
+## 1093 0.999230 1.99776 0.229449 -4.59710 -0.235631 3.11890e-05 0.000140387
+## 1094 0.998836 1.99876 0.226665 -4.58142 -0.232752 3.06192e-05 0.000133973
+## 1095 0.998560 1.99917 0.235569 -4.59564 -0.233198 2.99609e-05 0.000137956
+## 1096 0.999584 1.99886 0.243540 -4.59987 -0.234246 3.06889e-05 0.000145424
+## 1097 0.999892 1.99802 0.242944 -4.58108 -0.238501 3.06066e-05 0.000147600
+## 1098 0.999279 1.99928 0.246612 -4.63324 -0.230071 3.17656e-05 0.000158237
+## 1099 0.999212 1.99972 0.240516 -4.64465 -0.231518 3.09228e-05 0.000151291
+## 1100 0.999746 1.99844 0.244827 -4.61443 -0.233520 3.13217e-05 0.000154218
+## 1101 0.998476 1.99715 0.229962 -4.59304 -0.236363 3.08536e-05 0.000140876
+## 1102 0.998476 1.99715 0.229962 -4.59304 -0.236363 3.08536e-05 0.000140876
+## 1103 0.998592 1.99851 0.226859 -4.60068 -0.235348 3.08294e-05 0.000141949
+## 1104 0.999664 1.99813 0.237107 -4.61350 -0.234097 3.10274e-05 0.000149844
+## 1105 0.999486 1.99747 0.234506 -4.60166 -0.234129 3.16215e-05 0.000146858
+## 1106 0.999616 1.99645 0.231281 -4.58631 -0.237233 3.11684e-05 0.000139652
+## 1107 0.999616 1.99645 0.231281 -4.58631 -0.237233 3.11684e-05 0.000139652
+## 1108 0.999476 1.99823 0.245682 -4.59414 -0.234483 2.99566e-05 0.000142602
+## 1109 0.999710 1.99686 0.239601 -4.56224 -0.238552 3.00511e-05 0.000137464
+## 1110 0.998867 1.99734 0.236119 -4.59038 -0.234731 3.21585e-05 0.000149207
+## 1111 0.999634 1.99770 0.239755 -4.59076 -0.236456 3.15777e-05 0.000149125
+## 1112 0.997141 1.99608 0.227333 -4.57117 -0.239703 2.98216e-05 0.000138478
+## 1113 0.996753 1.99697 0.229819 -4.63819 -0.230156 3.09617e-05 0.000144465
+## 1114 0.996484 1.99992 0.233215 -4.65664 -0.226993 3.11646e-05 0.000141583
+## 1115 0.996484 1.99992 0.233215 -4.65664 -0.226993 3.11646e-05 0.000141583
+## 1116 0.993504 1.99297 0.245258 -4.58138 -0.238030 2.92514e-05 0.000141922
+## 1117 0.996788 1.99274 0.248655 -4.60721 -0.236743 2.98574e-05 0.000153408
+## 1118 0.996114 1.99970 0.244353 -4.60062 -0.233651 3.03081e-05 0.000143721
+## 1119 0.996169 1.99900 0.239355 -4.61180 -0.234324 3.00045e-05 0.000141472
+## 1120 0.997402 1.99967 0.234593 -4.62027 -0.233636 3.09191e-05 0.000143392
+## 1121 0.997402 1.99967 0.234593 -4.62027 -0.233636 3.09191e-05 0.000143392
+## 1122 0.997402 1.99967 0.234593 -4.62027 -0.233636 3.09191e-05 0.000143392
+## 1123 0.997752 1.99762 0.235456 -4.61515 -0.231350 3.17038e-05 0.000141902
+## 1124 0.997344 1.99433 0.235226 -4.61616 -0.230275 3.13743e-05 0.000143548
+## 1125 0.998079 1.99746 0.233089 -4.59657 -0.234308 3.06754e-05 0.000140660
+## 1126 0.998079 1.99746 0.233089 -4.59657 -0.234308 3.06754e-05 0.000140660
+## 1127 0.998839 1.99795 0.227895 -4.58858 -0.234628 3.09551e-05 0.000138113
+## 1128 0.998995 1.99796 0.237452 -4.58867 -0.235204 3.09185e-05 0.000145624
+## 1129 0.999533 1.99866 0.238852 -4.63090 -0.230327 3.20878e-05 0.000150542
+## 1130 0.999299 1.99867 0.227371 -4.59839 -0.233349 3.14426e-05 0.000138344
+## 1131 0.999299 1.99867 0.227371 -4.59839 -0.233349 3.14426e-05 0.000138344
+## 1132 0.998222 1.99807 0.233493 -4.59157 -0.234929 3.06679e-05 0.000140468
+## 1133 0.999291 1.99812 0.235921 -4.62180 -0.231301 3.06594e-05 0.000146076
+## 1134 0.999291 1.99812 0.235921 -4.62180 -0.231301 3.06594e-05 0.000146076
+## 1135 0.999298 1.99850 0.242860 -4.61232 -0.231896 3.09383e-05 0.000150859
+## 1136 0.997552 1.99925 0.246925 -4.62454 -0.231972 3.31156e-05 0.000157325
+## 1137 0.999298 1.99850 0.242860 -4.61232 -0.231896 3.09383e-05 0.000150859
+## 1138 0.998470 1.99899 0.244966 -4.61678 -0.232189 3.10334e-05 0.000154908
+## 1139 0.998470 1.99899 0.244966 -4.61678 -0.232189 3.10334e-05 0.000154908
+## 1140 0.999062 1.99955 0.244690 -4.62691 -0.232973 3.05335e-05 0.000149791
+## 1141 0.999274 1.99563 0.243949 -4.63142 -0.233100 2.98911e-05 0.000149731
+## 1142 0.999274 1.99563 0.243949 -4.63142 -0.233100 2.98911e-05 0.000149731
+## 1143 0.999927 1.99627 0.239829 -4.62312 -0.234963 2.99858e-05 0.000147867
+## 1144 0.998142 1.99715 0.239884 -4.60896 -0.231429 3.15803e-05 0.000152262
+## 1145 0.998142 1.99715 0.239884 -4.60896 -0.231429 3.15803e-05 0.000152262
+## 1146 0.999242 1.99512 0.235053 -4.59511 -0.234189 3.03504e-05 0.000144477
+## 1147 0.997815 1.99707 0.248869 -4.60259 -0.232906 3.24419e-05 0.000161672
+## 1148 0.999344 1.99988 0.232509 -4.59730 -0.234275 3.16193e-05 0.000143642
+## 1149 0.999153 1.99854 0.232856 -4.61839 -0.233616 3.08894e-05 0.000142764
+## 1150 0.999153 1.99854 0.232856 -4.61839 -0.233616 3.08894e-05 0.000142764
+## 1151 0.999744 1.99835 0.238377 -4.62665 -0.229465 3.27619e-05 0.000151353
+## 1152 0.998722 1.99910 0.237727 -4.62348 -0.233870 2.98493e-05 0.000146310
+## 1153 0.997771 1.99987 0.235547 -4.60416 -0.233015 3.11001e-05 0.000144939
+## 1154 0.997771 1.99987 0.235547 -4.60416 -0.233015 3.11001e-05 0.000144939
+## 1155 0.997771 1.99987 0.235547 -4.60416 -0.233015 3.11001e-05 0.000144939
+## 1156 0.998977 1.99898 0.232050 -4.60746 -0.233227 3.09485e-05 0.000143045
+## 1157 0.999870 1.99900 0.237535 -4.61927 -0.232294 3.17454e-05 0.000147155
+## 1158 0.998034 1.99894 0.240629 -4.59931 -0.233004 3.22687e-05 0.000151556
+## 1159 0.998662 1.99873 0.237481 -4.61875 -0.231931 3.24122e-05 0.000150971
+## 1160 0.998873 1.99962 0.239805 -4.59366 -0.233569 3.21079e-05 0.000150943
+## 1161 0.999395 1.99787 0.243150 -4.61286 -0.229860 3.27979e-05 0.000152926
+## 1162 0.998798 1.99598 0.238960 -4.60609 -0.233985 3.20054e-05 0.000150661
+## 1163 0.998798 1.99598 0.238960 -4.60609 -0.233985 3.20054e-05 0.000150661
+## 1164 0.999415 1.99487 0.236836 -4.60143 -0.234265 3.06677e-05 0.000149621
+## 1165 0.998986 1.99919 0.239617 -4.62594 -0.231371 3.17449e-05 0.000156030
+## 1166 0.999554 1.99557 0.234650 -4.58868 -0.235318 2.98065e-05 0.000140714
+## 1167 0.999752 1.99974 0.240858 -4.60498 -0.233716 3.00421e-05 0.000144722
+## 1168 0.999045 1.99930 0.234396 -4.59613 -0.233561 3.08646e-05 0.000145069
+## 1169 0.999601 1.99991 0.234247 -4.59247 -0.233613 3.09862e-05 0.000142681
+## 1170 0.999221 1.99874 0.238611 -4.59650 -0.234588 3.07753e-05 0.000148382
+## 1171 0.999957 1.99986 0.239599 -4.61933 -0.233395 3.13489e-05 0.000151184
+## 1172 0.999351 1.99918 0.238851 -4.61793 -0.233279 3.18228e-05 0.000154918
+## 1173 0.999119 1.99657 0.235960 -4.60878 -0.233068 3.02923e-05 0.000147413
+## 1174 0.999698 1.99783 0.239111 -4.60987 -0.234600 2.92313e-05 0.000142152
+## 1175 0.999826 1.99990 0.240908 -4.62634 -0.232875 3.18067e-05 0.000149772
+## 1176 0.998626 1.99586 0.238303 -4.58302 -0.236953 3.13853e-05 0.000145390
+## 1177 0.998551 1.99964 0.233671 -4.61203 -0.231645 3.05900e-05 0.000144302
+## 1178 0.999324 1.99693 0.234164 -4.60633 -0.234212 2.90860e-05 0.000139262
+## 1179 0.999508 1.99860 0.234844 -4.60804 -0.232769 2.98784e-05 0.000137082
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+## 1181 0.996623 1.99755 0.236136 -4.61687 -0.232023 2.98124e-05 0.000146011
+## 1182 0.998500 1.99741 0.239252 -4.60328 -0.232852 3.12882e-05 0.000145872
+## 1183 0.998146 1.98667 0.218756 -4.61472 -0.234343 2.93586e-05 0.000145463
+## 1184 0.998910 1.99833 0.240235 -4.62377 -0.231892 3.14971e-05 0.000148926
+## 1185 0.999004 1.99848 0.240550 -4.62548 -0.232277 3.15020e-05 0.000149306
+## 1186 0.999789 1.99722 0.237608 -4.62529 -0.232899 3.01648e-05 0.000142007
+## 1187 0.999628 1.99975 0.233074 -4.65590 -0.227769 3.07858e-05 0.000146793
+## 1188 0.999915 1.99869 0.235039 -4.61845 -0.232075 3.19673e-05 0.000150291
+## 1189 0.998312 1.99805 0.234630 -4.61590 -0.233081 3.11421e-05 0.000146895
+## 1190 0.999634 1.99845 0.233190 -4.64117 -0.229089 3.12926e-05 0.000144113
+## 1191 0.999213 1.99910 0.225900 -4.63540 -0.230038 3.00075e-05 0.000140940
+## 1192 0.995707 1.98253 0.233189 -4.63588 -0.228168 3.06583e-05 0.000142031
+## 1193 0.998949 1.99828 0.231402 -4.62247 -0.229598 3.00980e-05 0.000143275
+## 1194 0.999605 1.99982 0.234390 -4.60064 -0.231209 2.96816e-05 0.000142945
+## 1195 0.999864 1.99966 0.233845 -4.60728 -0.230455 3.00052e-05 0.000144259
+## 1196 0.999864 1.99966 0.233845 -4.60728 -0.230455 3.00052e-05 0.000144259
+## 1197 0.998971 1.99971 0.233045 -4.61719 -0.232367 3.12525e-05 0.000147257
+## 1198 0.998971 1.99971 0.233045 -4.61719 -0.232367 3.12525e-05 0.000147257
+## 1199 0.998971 1.99971 0.233045 -4.61719 -0.232367 3.12525e-05 0.000147257
+## 1200 0.999985 1.99767 0.237937 -4.66763 -0.227539 3.15607e-05 0.000149287
+## 1201 0.999619 1.99627 0.237866 -4.68423 -0.224140 3.05622e-05 0.000141562
+## 1202 0.997914 1.99565 0.240045 -4.65290 -0.226438 2.99087e-05 0.000146960
+## 1203 0.999405 1.99702 0.242918 -4.65436 -0.225253 2.92130e-05 0.000146223
+## 1204 0.997109 1.99952 0.241262 -4.64493 -0.226682 3.03156e-05 0.000145974
+## 1205 0.997223 1.99801 0.239216 -4.62366 -0.229354 3.10946e-05 0.000147537
+## 1206 0.998641 1.99961 0.236771 -4.64942 -0.229144 3.08588e-05 0.000147886
+## 1207 0.999314 1.99935 0.238281 -4.66832 -0.223372 3.16509e-05 0.000146883
+## 1208 0.999767 1.99978 0.236596 -4.65477 -0.224067 3.06828e-05 0.000146938
+## 1209 0.999965 1.99862 0.236148 -4.65253 -0.229768 3.21118e-05 0.000149810
+## 1210 0.998286 1.99534 0.231202 -4.60789 -0.231128 3.01004e-05 0.000144919
+## 1211 0.999871 1.99801 0.231905 -4.64421 -0.230591 3.11202e-05 0.000146904
+## 1212 0.999599 1.99612 0.231857 -4.62626 -0.232803 3.05884e-05 0.000146700
+## 1213 0.998834 1.99684 0.232230 -4.62611 -0.229573 3.15558e-05 0.000149929
+## 1214 0.999379 1.99967 0.231464 -4.61836 -0.230392 3.01440e-05 0.000145519
+## 1215 0.999084 1.99968 0.236604 -4.60609 -0.233342 3.01244e-05 0.000144939
+## 1216 0.991032 1.99400 0.242147 -4.60802 -0.235806 3.25072e-05 0.000163599
+## 1217 0.999036 1.99701 0.229176 -4.62180 -0.230570 3.14176e-05 0.000151948
+## 1218 0.999649 1.99977 0.234523 -4.58412 -0.234132 3.04966e-05 0.000144875
+## 1219 0.998672 1.99926 0.232001 -4.57602 -0.236297 3.13334e-05 0.000147225
+## 1220 0.998672 1.99926 0.232001 -4.57602 -0.236297 3.13334e-05 0.000147225
+## 1221 0.999883 1.99978 0.234796 -4.62008 -0.232775 3.02401e-05 0.000149100
+## 1222 0.999883 1.99978 0.234796 -4.62008 -0.232775 3.02401e-05 0.000149100
+## 1223 0.999314 1.99752 0.232826 -4.60258 -0.233177 2.97916e-05 0.000148280
+## 1224 0.997556 1.99782 0.235416 -4.60566 -0.235608 3.19135e-05 0.000153779
+## 1225 0.999052 1.99748 0.232564 -4.58731 -0.236202 3.18351e-05 0.000149391
+## 1226 0.999474 1.99793 0.232670 -4.60896 -0.231333 3.10697e-05 0.000147077
+## 1227 0.998279 1.99850 0.239134 -4.58478 -0.234932 3.05637e-05 0.000145674
+## 1228 0.999251 1.99964 0.238203 -4.59212 -0.234053 3.00574e-05 0.000149063
+## 1229 0.998707 1.99759 0.237466 -4.60006 -0.232582 3.15551e-05 0.000151061
+## 1230 0.999875 1.99789 0.233181 -4.58955 -0.234603 3.01970e-05 0.000151113
+## 1231 0.999581 1.99591 0.228207 -4.60644 -0.231886 3.15822e-05 0.000148400
+## 1232 0.999970 1.99849 0.228069 -4.59786 -0.234976 3.13242e-05 0.000145521
+## 1233 0.998691 1.99797 0.229942 -4.57868 -0.236509 3.07161e-05 0.000145791
+## 1234 0.999385 1.99894 0.236361 -4.60932 -0.233183 2.96955e-05 0.000144470
+## 1235 0.999817 1.99769 0.241287 -4.60568 -0.233559 3.20421e-05 0.000157288
+## 1236 0.999817 1.99769 0.241287 -4.60568 -0.233559 3.20421e-05 0.000157288
+## 1237 0.999816 1.99811 0.232189 -4.58591 -0.233515 3.07368e-05 0.000145950
+## 1238 0.998662 1.99888 0.231932 -4.55600 -0.238500 3.07168e-05 0.000145128
+## 1239 0.998476 1.99786 0.239053 -4.57481 -0.236859 3.12908e-05 0.000146448
+## 1240 0.998607 1.99788 0.238049 -4.57030 -0.237127 3.02831e-05 0.000143417
+## 1241 0.999237 1.99955 0.233663 -4.59090 -0.233769 3.02654e-05 0.000145398
+## 1242 0.999175 1.99929 0.238225 -4.56914 -0.238572 3.20448e-05 0.000154162
+## 1243 0.999398 1.99824 0.236497 -4.60025 -0.235883 3.14120e-05 0.000153152
+## 1244 0.998955 1.99963 0.239913 -4.59365 -0.234591 3.06180e-05 0.000151667
+## 1245 0.999099 1.99806 0.232809 -4.62854 -0.230199 3.04136e-05 0.000147350
+## 1246 0.997775 1.99856 0.245620 -4.65050 -0.229865 3.11316e-05 0.000155540
+## 1247 0.998126 1.99816 0.242137 -4.58538 -0.235544 2.95284e-05 0.000149555
+## 1248 0.998819 1.99898 0.238523 -4.63514 -0.228297 3.09215e-05 0.000150763
+## 1249 0.997805 1.99975 0.230270 -4.56773 -0.238433 2.98027e-05 0.000142762
+## l1 l2
+## 1 0.315599 0.376428
+## 2 0.332385 0.374257
+## 3 0.330773 0.374963
+## 4 0.318216 0.375848
+## 5 0.317986 0.425257
+## 6 0.327658 0.420063
+## 7 0.310338 0.391035
+## 8 0.340460 0.372529
+## 9 0.351587 0.395881
+## 10 0.351587 0.395881
+## 11 0.342280 0.381394
+## 12 0.342280 0.381394
+## 13 0.296276 0.533309
+## 14 0.324318 0.450250
+## 15 0.312188 0.443374
+## 16 0.344598 0.414891
+## 17 0.344598 0.414891
+## 18 0.344598 0.414891
+## 19 0.372148 0.296416
+## 20 0.352253 0.432904
+## 21 0.352253 0.432904
+## 22 0.325386 0.422267
+## 23 0.342227 0.493622
+## 24 0.359030 0.491386
+## 25 0.319829 0.428190
+## 26 0.352553 0.474877
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+## 1142 0.310043 0.580327
+## 1143 0.293967 0.612125
+## 1144 0.304850 0.478077
+## 1145 0.304850 0.478077
+## 1146 0.275057 0.589682
+## 1147 0.293239 0.438498
+## 1148 0.321749 0.516745
+## 1149 0.319432 0.579391
+## 1150 0.319432 0.579391
+## 1151 0.334919 0.462116
+## 1152 0.303451 0.609093
+## 1153 0.300836 0.534401
+## 1154 0.300836 0.534401
+## 1155 0.300836 0.534401
+## 1156 0.300867 0.595603
+## 1157 0.321654 0.534032
+## 1158 0.308649 0.466331
+## 1159 0.319412 0.509886
+## 1160 0.281586 0.566532
+## 1161 0.295408 0.520221
+## 1162 0.267344 0.604986
+## 1163 0.267344 0.604986
+## 1164 0.242112 0.603791
+## 1165 0.299973 0.563464
+## 1166 0.227072 0.650620
+## 1167 0.275291 0.521045
+## 1168 0.275097 0.639434
+## 1169 0.280363 0.616276
+## 1170 0.267500 0.594317
+## 1171 0.298522 0.563448
+## 1172 0.312154 0.541454
+## 1173 0.271214 0.595788
+## 1174 0.266534 0.604829
+## 1175 0.304656 0.552991
+## 1176 0.276324 0.543209
+## 1177 0.315038 0.591232
+## 1178 0.268293 0.582982
+## 1179 0.307221 0.526206
+## 1180 0.266519 0.618888
+## 1181 0.289916 0.605986
+## 1182 0.314351 0.554186
+## 1183 0.345917 0.644528
+## 1184 0.315335 0.544670
+## 1185 0.339283 0.497128
+## 1186 0.353101 0.475937
+## 1187 0.361952 0.527467
+## 1188 0.309615 0.517971
+## 1189 0.311606 0.510102
+## 1190 0.307423 0.532921
+## 1191 0.329844 0.569588
+## 1192 0.350406 0.493107
+## 1193 0.318438 0.579440
+## 1194 0.281992 0.579010
+## 1195 0.256377 0.609586
+## 1196 0.256377 0.609586
+## 1197 0.320129 0.494926
+## 1198 0.320129 0.494926
+## 1199 0.320129 0.494926
+## 1200 0.317335 0.531062
+## 1201 0.377588 0.389322
+## 1202 0.323895 0.549898
+## 1203 0.304367 0.470849
+## 1204 0.325944 0.477358
+## 1205 0.308973 0.513670
+## 1206 0.295035 0.586770
+## 1207 0.401351 0.362132
+## 1208 0.402109 0.374423
+## 1209 0.307861 0.585029
+## 1210 0.324826 0.544865
+## 1211 0.241512 0.670211
+## 1212 0.257298 0.660408
+## 1213 0.347064 0.507703
+## 1214 0.325516 0.530620
+## 1215 0.314948 0.493125
+## 1216 0.285701 0.644640
+## 1217 0.339825 0.540036
+## 1218 0.258360 0.617147
+## 1219 0.239947 0.683567
+## 1220 0.239947 0.683567
+## 1221 0.272665 0.589982
+## 1222 0.272665 0.589982
+## 1223 0.284065 0.553815
+## 1224 0.287819 0.600830
+## 1225 0.310554 0.581513
+## 1226 0.356623 0.467162
+## 1227 0.327622 0.520617
+## 1228 0.333728 0.535389
+## 1229 0.382027 0.465018
+## 1230 0.318713 0.540062
+## 1231 0.307926 0.552712
+## 1232 0.260214 0.648855
+## 1233 0.258029 0.659932
+## 1234 0.316838 0.430122
+## 1235 0.355108 0.418767
+## 1236 0.355108 0.418767
+## 1237 0.289466 0.595853
+## 1238 0.279702 0.641082
+## 1239 0.319516 0.555307
+## 1240 0.296951 0.563776
+## 1241 0.291551 0.515329
+## 1242 0.339342 0.516660
+## 1243 0.313060 0.610747
+## 1244 0.332015 0.498064
+## 1245 0.411309 0.417387
+## 1246 0.338224 0.448452
+## 1247 0.274475 0.530761
+## 1248 0.379428 0.455486
+## 1249 0.321995 0.566982
+
+RSVempty@uk_data$populationAgeGroup # Posterior distributions fitted to UK-specific data
## [1] 56605.42 56605.42 56605.42 56605.42 56605.42 56605.42
+## [7] 56605.42 56605.42 56605.42 56605.42 56605.42 56605.42
+## [13] 679265.00 679265.00 679265.00 679265.00 3396325.00 3396325.00
+## [19] 6792650.00 6792650.00 6792650.00 6792650.00 6792650.00 6792650.00
+## [25] 4799725.00
+econ_raw_ss <- read.csv(file = system.file(package = "rsvie", "extdata", "econ", "econ_pars_ss.csv"))
+risks_vhr_raw <- read.csv(file = system.file(package = "rsvie", "extdata", "econ", "outcome_risks_vhr.csv"))
+
+outcomes_incidence <- read.csv(file = system.file(package = "rsvie", "extdata", "econ", "outcomes_incidence.csv"))
+model_cases_sample_mean_get <- load(file = system.file(package = "rsvie", "extdata", "model_cases_sample_mean.RData"))
+model_cases_sample_mean <- get(model_cases_sample_mean_get)
+
+# This function then converts the incidence of the outcome to the risk per infection
+risks_raw <- covert_raw_to_risk(RSVempty, outcomes_incidence, model_cases_sample_mean)
+
+RSVempty_ss <- add_economics(RSVempty, econ_name = "E_W2023", econ_raw_ss, risks_raw, risks_vhr_raw)
## Loading required package: EnvStats
##
## Attaching package: 'EnvStats'
@@ -123,6 +8833,8 @@
+immune_profile <- readRDS(file = system.file(package = "rsvie", "extdata", "efficacies", "immune_profiles_unbound.RDS"))
+# To evaluate a seasonal monoclonal given at birth, we load an Excel spreadsheet such as:
+cal_none <- read.csv(file = system.file(package = "rsvie", "extdata", "calendars", "cal_none.csv"))
+cal_vhr_s <- read.csv(file = system.file(package = "rsvie", "extdata", "calendars", "cal_vhr_s.csv"))
+cal_lav_65 <- read.csv(file = system.file(package = "rsvie", "extdata", "calendars", "cal_lav_oa_65.csv"))
+
+# Add programmes to the empty class
+RSV_65_vhr <- add_programme(RSVempty_ss, prog_name = "pal", cal_none, cal_vhr_s, immune_profile$mabs_vhr)
+RSV_65_s <- add_programme(RSVempty_ss, prog_name = "mab_s", cal_lav_65, cal_vhr_s, immune_profile$lav)
To simulate a programme, we call rsvie::run
on the class
defined above. This will simulate the programme and return a class with
the results.
+# Base-base
+RSV_65_vhr <- rsvie::run(RSV_65_vhr)
## Running: Iterating through model simulations
+## Sample no: 1 Running: Calculating the outcomes
+
+# Seasonal
+RSV_65_s <- rsvie::run(RSV_65_s)
## Running: Iterating through model simulations
+## Sample no: 1 Running: Calculating the outcomes
+# Look at full posterior outcomes
+RSV_65_s@outcomes$outcomes
## age_group outcome week_no cases qaly cost s
+## 1 1 symptomatic 105 4.512119e+01 1.664120e-01 0.000000e+00 1
+## 2 1 symptomatic 106 3.714221e+01 1.369846e-01 0.000000e+00 1
+## 3 1 symptomatic 107 3.164242e+01 1.167008e-01 0.000000e+00 1
+## 4 1 symptomatic 108 2.760780e+01 1.018207e-01 0.000000e+00 1
+## 5 1 symptomatic 109 2.467522e+01 9.100497e-02 0.000000e+00 1
+## 6 1 symptomatic 110 2.260933e+01 8.338574e-02 0.000000e+00 1
+## 7 1 symptomatic 111 2.125512e+01 7.839126e-02 0.000000e+00 1
+## 8 1 symptomatic 112 2.051882e+01 7.567571e-02 0.000000e+00 1
+## 9 1 symptomatic 113 2.035787e+01 7.508210e-02 0.000000e+00 1
+## 10 1 symptomatic 114 2.077757e+01 7.663000e-02 0.000000e+00 1
+## 11 1 symptomatic 115 2.183437e+01 8.052759e-02 0.000000e+00 1
+## 12 1 symptomatic 116 2.364674e+01 8.721182e-02 0.000000e+00 1
+## 13 1 symptomatic 117 2.641654e+01 9.742716e-02 0.000000e+00 1
+## 14 1 symptomatic 118 3.040690e+01 1.121440e-01 0.000000e+00 1
+## 15 1 symptomatic 119 3.601848e+01 1.328402e-01 0.000000e+00 1
+## 16 1 symptomatic 120 4.412909e+01 1.627530e-01 0.000000e+00 1
+## 17 1 symptomatic 121 5.593771e+01 2.063045e-01 0.000000e+00 1
+## 18 1 symptomatic 122 7.333252e+01 2.704585e-01 0.000000e+00 1
+## 19 1 symptomatic 123 9.934500e+01 3.663955e-01 0.000000e+00 1
+## 20 1 symptomatic 124 1.388722e+02 5.121763e-01 0.000000e+00 1
+## 21 1 symptomatic 125 1.998423e+02 7.370408e-01 0.000000e+00 1
+## 22 1 symptomatic 126 2.949507e+02 1.087811e+00 0.000000e+00 1
+## 23 1 symptomatic 127 4.438318e+02 1.636901e+00 0.000000e+00 1
+## 24 1 symptomatic 128 6.746393e+02 2.488145e+00 0.000000e+00 1
+## 25 1 symptomatic 129 1.021591e+03 3.767744e+00 0.000000e+00 1
+## 26 1 symptomatic 130 1.511041e+03 5.572890e+00 0.000000e+00 1
+## 27 1 symptomatic 131 2.128276e+03 7.849321e+00 0.000000e+00 1
+## 28 1 symptomatic 132 2.776019e+03 1.023827e+01 0.000000e+00 1
+## 29 1 symptomatic 133 3.276835e+03 1.208533e+01 0.000000e+00 1
+## 30 1 symptomatic 134 3.466780e+03 1.278587e+01 0.000000e+00 1
+## 31 1 symptomatic 135 3.311516e+03 1.221324e+01 0.000000e+00 1
+## 32 1 symptomatic 136 2.913939e+03 1.074693e+01 0.000000e+00 1
+## 33 1 symptomatic 137 2.420238e+03 8.926108e+00 0.000000e+00 1
+## 34 1 symptomatic 138 1.939088e+03 7.151574e+00 0.000000e+00 1
+## 35 1 symptomatic 139 1.523282e+03 5.618036e+00 0.000000e+00 1
+## 36 1 symptomatic 140 1.190676e+03 4.391345e+00 0.000000e+00 1
+## 37 1 symptomatic 141 9.312551e+02 3.434573e+00 0.000000e+00 1
+## 38 1 symptomatic 142 7.296005e+02 2.690848e+00 0.000000e+00 1
+## 39 1 symptomatic 143 5.742860e+02 2.118031e+00 0.000000e+00 1
+## 40 1 symptomatic 144 4.550184e+02 1.678159e+00 0.000000e+00 1
+## 41 1 symptomatic 145 3.633294e+02 1.339999e+00 0.000000e+00 1
+## 42 1 symptomatic 146 2.925754e+02 1.079051e+00 0.000000e+00 1
+## 43 1 symptomatic 147 2.376754e+02 8.765735e-01 0.000000e+00 1
+## 44 1 symptomatic 148 1.947955e+02 7.184277e-01 0.000000e+00 1
+## 45 1 symptomatic 149 1.610616e+02 5.940134e-01 0.000000e+00 1
+## 46 1 symptomatic 150 1.343240e+02 4.954018e-01 0.000000e+00 1
+## 47 1 symptomatic 151 1.129734e+02 4.166586e-01 0.000000e+00 1
+## 48 1 symptomatic 152 9.580226e+01 3.533294e-01 0.000000e+00 1
+## 49 1 symptomatic 153 8.190020e+01 3.020571e-01 0.000000e+00 1
+## 50 1 symptomatic 154 7.057732e+01 2.602970e-01 0.000000e+00 1
+## 51 1 symptomatic 155 6.130734e+01 2.261083e-01 0.000000e+00 1
+## 52 1 symptomatic 156 5.368604e+01 1.980001e-01 0.000000e+00 1
+## 53 2 symptomatic 105 5.647929e+01 2.322850e-01 0.000000e+00 1
+## 54 2 symptomatic 106 4.654023e+01 1.914082e-01 0.000000e+00 1
+## 55 2 symptomatic 107 3.960847e+01 1.628996e-01 0.000000e+00 1
+## 56 2 symptomatic 108 3.451573e+01 1.419544e-01 0.000000e+00 1
+## 57 2 symptomatic 109 3.080135e+01 1.266781e-01 0.000000e+00 1
+## 58 2 symptomatic 110 2.816925e+01 1.158530e-01 0.000000e+00 1
+## 59 2 symptomatic 111 2.642422e+01 1.086761e-01 0.000000e+00 1
+## 60 2 symptomatic 112 2.544678e+01 1.046561e-01 0.000000e+00 1
+## 61 2 symptomatic 113 2.518038e+01 1.035605e-01 0.000000e+00 1
+## 62 2 symptomatic 114 2.562696e+01 1.053972e-01 0.000000e+00 1
+## 63 2 symptomatic 115 2.685046e+01 1.104291e-01 0.000000e+00 1
+## 64 2 symptomatic 116 2.898941e+01 1.192261e-01 0.000000e+00 1
+## 65 2 symptomatic 117 3.228198e+01 1.327676e-01 0.000000e+00 1
+## 66 2 symptomatic 118 3.708944e+01 1.525395e-01 0.000000e+00 1
+## 67 2 symptomatic 119 4.395289e+01 1.807671e-01 0.000000e+00 1
+## 68 2 symptomatic 120 5.380213e+01 2.212745e-01 0.000000e+00 1
+## 69 2 symptomatic 121 6.805789e+01 2.799049e-01 0.000000e+00 1
+## 70 2 symptomatic 122 8.896249e+01 3.658802e-01 0.000000e+00 1
+## 71 2 symptomatic 123 1.201016e+02 4.939474e-01 0.000000e+00 1
+## 72 2 symptomatic 124 1.672447e+02 6.878352e-01 0.000000e+00 1
+## 73 2 symptomatic 125 2.396926e+02 9.857950e-01 0.000000e+00 1
+## 74 2 symptomatic 126 3.522660e+02 1.448781e+00 0.000000e+00 1
+## 75 2 symptomatic 127 5.277390e+02 2.170457e+00 0.000000e+00 1
+## 76 2 symptomatic 128 7.984427e+02 3.283793e+00 0.000000e+00 1
+## 77 2 symptomatic 129 1.202907e+03 4.947251e+00 0.000000e+00 1
+## 78 2 symptomatic 130 1.768808e+03 7.274661e+00 0.000000e+00 1
+## 79 2 symptomatic 131 2.473594e+03 1.017327e+01 0.000000e+00 1
+## 80 2 symptomatic 132 3.197290e+03 1.314965e+01 0.000000e+00 1
+## 81 2 symptomatic 133 3.730617e+03 1.534308e+01 0.000000e+00 1
+## 82 2 symptomatic 134 3.891254e+03 1.600374e+01 0.000000e+00 1
+## 83 2 symptomatic 135 3.658641e+03 1.504707e+01 0.000000e+00 1
+## 84 2 symptomatic 136 3.170550e+03 1.303967e+01 0.000000e+00 1
+## 85 2 symptomatic 137 2.601841e+03 1.070071e+01 0.000000e+00 1
+## 86 2 symptomatic 138 2.070742e+03 8.516438e+00 0.000000e+00 1
+## 87 2 symptomatic 139 1.625946e+03 6.687103e+00 0.000000e+00 1
+## 88 2 symptomatic 140 1.274319e+03 5.240952e+00 0.000000e+00 1
+## 89 2 symptomatic 141 1.002913e+03 4.124726e+00 0.000000e+00 1
+## 90 2 symptomatic 142 7.941581e+02 3.266171e+00 0.000000e+00 1
+## 91 2 symptomatic 143 6.334259e+02 2.605120e+00 0.000000e+00 1
+## 92 2 symptomatic 144 5.091363e+02 2.093948e+00 0.000000e+00 1
+## 93 2 symptomatic 145 4.124728e+02 1.696396e+00 0.000000e+00 1
+## 94 2 symptomatic 146 3.368106e+02 1.385216e+00 0.000000e+00 1
+## 95 2 symptomatic 147 2.771854e+02 1.139993e+00 0.000000e+00 1
+## 96 2 symptomatic 148 2.298730e+02 9.454095e-01 0.000000e+00 1
+## 97 2 symptomatic 149 1.920712e+02 7.899404e-01 0.000000e+00 1
+## 98 2 symptomatic 150 1.616638e+02 6.648824e-01 0.000000e+00 1
+## 99 2 symptomatic 151 1.370458e+02 5.636346e-01 0.000000e+00 1
+## 100 2 symptomatic 152 1.169942e+02 4.811673e-01 0.000000e+00 1
+## 101 2 symptomatic 153 1.005722e+02 4.136279e-01 0.000000e+00 1
+## 102 2 symptomatic 154 8.705804e+01 3.580477e-01 0.000000e+00 1
+## 103 2 symptomatic 155 7.589200e+01 3.121246e-01 0.000000e+00 1
+## 104 2 symptomatic 156 6.663705e+01 2.740613e-01 0.000000e+00 1
+## 105 3 symptomatic 105 5.969149e+01 4.474459e-01 0.000000e+00 1
+## 106 3 symptomatic 106 4.944457e+01 3.706352e-01 0.000000e+00 1
+## 107 3 symptomatic 107 4.223553e+01 3.165965e-01 0.000000e+00 1
+## 108 3 symptomatic 108 3.691546e+01 2.767174e-01 0.000000e+00 1
+## 109 3 symptomatic 109 3.302349e+01 2.475433e-01 0.000000e+00 1
+## 110 3 symptomatic 110 3.026024e+01 2.268300e-01 0.000000e+00 1
+## 111 3 symptomatic 111 2.842785e+01 2.130945e-01 0.000000e+00 1
+## 112 3 symptomatic 112 2.740568e+01 2.054323e-01 0.000000e+00 1
+## 113 3 symptomatic 113 2.713789e+01 2.034249e-01 0.000000e+00 1
+## 114 3 symptomatic 114 2.762963e+01 2.071110e-01 0.000000e+00 1
+## 115 3 symptomatic 115 2.895137e+01 2.170188e-01 0.000000e+00 1
+## 116 3 symptomatic 116 3.125269e+01 2.342693e-01 0.000000e+00 1
+## 117 3 symptomatic 117 3.478917e+01 2.607787e-01 0.000000e+00 1
+## 118 3 symptomatic 118 3.994941e+01 2.994598e-01 0.000000e+00 1
+## 119 3 symptomatic 119 4.733102e+01 3.547921e-01 0.000000e+00 1
+## 120 3 symptomatic 120 5.793690e+01 4.342935e-01 0.000000e+00 1
+## 121 3 symptomatic 121 7.328253e+01 5.493240e-01 0.000000e+00 1
+## 122 3 symptomatic 122 9.576143e+01 7.178253e-01 0.000000e+00 1
+## 123 3 symptomatic 123 1.291981e+02 9.684656e-01 0.000000e+00 1
+## 124 3 symptomatic 124 1.797358e+02 1.347295e+00 0.000000e+00 1
+## 125 3 symptomatic 125 2.572547e+02 1.928375e+00 0.000000e+00 1
+## 126 3 symptomatic 126 3.774507e+02 2.829361e+00 0.000000e+00 1
+## 127 3 symptomatic 127 5.643404e+02 4.230281e+00 0.000000e+00 1
+## 128 3 symptomatic 128 8.517903e+02 6.384998e+00 0.000000e+00 1
+## 129 3 symptomatic 129 1.279616e+03 9.591968e+00 0.000000e+00 1
+## 130 3 symptomatic 130 1.874974e+03 1.405475e+01 0.000000e+00 1
+## 131 3 symptomatic 131 2.610211e+03 1.956608e+01 0.000000e+00 1
+## 132 3 symptomatic 132 3.353617e+03 2.513863e+01 0.000000e+00 1
+## 133 3 symptomatic 133 3.881232e+03 2.909362e+01 0.000000e+00 1
+## 134 3 symptomatic 134 4.004375e+03 3.001669e+01 0.000000e+00 1
+## 135 3 symptomatic 135 3.712742e+03 2.783062e+01 0.000000e+00 1
+## 136 3 symptomatic 136 3.164595e+03 2.372173e+01 0.000000e+00 1
+## 137 3 symptomatic 137 2.551322e+03 1.912465e+01 0.000000e+00 1
+## 138 3 symptomatic 138 1.996579e+03 1.496631e+01 0.000000e+00 1
+## 139 3 symptomatic 139 1.545863e+03 1.158775e+01 0.000000e+00 1
+## 140 3 symptomatic 140 1.199445e+03 8.991008e+00 0.000000e+00 1
+## 141 3 symptomatic 141 9.383297e+02 7.033696e+00 0.000000e+00 1
+## 142 3 symptomatic 142 7.416260e+02 5.559210e+00 0.000000e+00 1
+## 143 3 symptomatic 143 5.926693e+02 4.442634e+00 0.000000e+00 1
+## 144 3 symptomatic 144 4.787968e+02 3.589049e+00 0.000000e+00 1
+## 145 3 symptomatic 145 3.907896e+02 2.929349e+00 0.000000e+00 1
+## 146 3 symptomatic 146 3.220170e+02 2.413831e+00 0.000000e+00 1
+## 147 3 symptomatic 147 2.677017e+02 2.006685e+00 0.000000e+00 1
+## 148 3 symptomatic 148 2.243754e+02 1.681913e+00 0.000000e+00 1
+## 149 3 symptomatic 149 1.894955e+02 1.420453e+00 0.000000e+00 1
+## 150 3 symptomatic 150 1.611786e+02 1.208191e+00 0.000000e+00 1
+## 151 3 symptomatic 151 1.380159e+02 1.034564e+00 0.000000e+00 1
+## 152 3 symptomatic 152 1.189430e+02 8.915936e-01 0.000000e+00 1
+## 153 3 symptomatic 153 1.031480e+02 7.731947e-01 0.000000e+00 1
+## 154 3 symptomatic 154 9.000585e+01 6.746816e-01 0.000000e+00 1
+## 155 3 symptomatic 155 7.903069e+01 5.924120e-01 0.000000e+00 1
+## 156 3 symptomatic 156 6.984119e+01 5.235278e-01 0.000000e+00 1
+## 157 4 symptomatic 105 5.822137e+01 1.184800e-01 0.000000e+00 1
+## 158 4 symptomatic 106 4.854794e+01 9.879469e-02 0.000000e+00 1
+## 159 4 symptomatic 107 4.171560e+01 8.489092e-02 0.000000e+00 1
+## 160 4 symptomatic 108 3.665733e+01 7.459738e-02 0.000000e+00 1
+## 161 4 symptomatic 109 3.295273e+01 6.705856e-02 0.000000e+00 1
+## 162 4 symptomatic 110 3.032823e+01 6.171772e-02 0.000000e+00 1
+## 163 4 symptomatic 111 2.860364e+01 5.820819e-02 0.000000e+00 1
+## 164 4 symptomatic 112 2.767096e+01 5.631019e-02 0.000000e+00 1
+## 165 4 symptomatic 113 2.748397e+01 5.592967e-02 0.000000e+00 1
+## 166 4 symptomatic 114 2.805580e+01 5.709333e-02 0.000000e+00 1
+## 167 4 symptomatic 115 2.946434e+01 5.995970e-02 0.000000e+00 1
+## 168 4 symptomatic 116 3.186712e+01 6.484935e-02 0.000000e+00 1
+## 169 4 symptomatic 117 3.552940e+01 7.230206e-02 0.000000e+00 1
+## 170 4 symptomatic 118 4.086726e+01 8.316455e-02 0.000000e+00 1
+## 171 4 symptomatic 119 4.852055e+01 9.873896e-02 0.000000e+00 1
+## 172 4 symptomatic 120 5.950105e+01 1.210842e-01 0.000000e+00 1
+## 173 4 symptomatic 121 7.537915e+01 1.533960e-01 0.000000e+00 1
+## 174 4 symptomatic 122 9.863271e+01 2.007168e-01 0.000000e+00 1
+## 175 4 symptomatic 123 1.332168e+02 2.710952e-01 0.000000e+00 1
+## 176 4 symptomatic 124 1.854789e+02 3.774481e-01 0.000000e+00 1
+## 177 4 symptomatic 125 2.656164e+02 5.405273e-01 0.000000e+00 1
+## 178 4 symptomatic 126 3.898074e+02 7.932551e-01 0.000000e+00 1
+## 179 4 symptomatic 127 5.827574e+02 1.185907e+00 0.000000e+00 1
+## 180 4 symptomatic 128 8.791914e+02 1.789148e+00 0.000000e+00 1
+## 181 4 symptomatic 129 1.319661e+03 2.685501e+00 0.000000e+00 1
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+## 1236 24 symptomatic 144 3.345555e+03 4.934824e+00 0.000000e+00 1
+## 1237 24 symptomatic 145 2.613386e+03 3.854847e+00 0.000000e+00 1
+## 1238 24 symptomatic 146 2.054225e+03 3.030062e+00 0.000000e+00 1
+## 1239 24 symptomatic 147 1.627849e+03 2.401140e+00 0.000000e+00 1
+## 1240 24 symptomatic 148 1.301946e+03 1.920421e+00 0.000000e+00 1
+## 1241 24 symptomatic 149 1.051571e+03 1.551108e+00 0.000000e+00 1
+## 1242 24 symptomatic 150 8.579074e+02 1.265447e+00 0.000000e+00 1
+## 1243 24 symptomatic 151 7.069395e+02 1.042763e+00 0.000000e+00 1
+## 1244 24 symptomatic 152 5.882881e+02 8.677480e-01 0.000000e+00 1
+## 1245 24 symptomatic 153 4.942753e+02 7.290754e-01 0.000000e+00 1
+## 1246 24 symptomatic 154 4.192083e+02 6.183486e-01 0.000000e+00 1
+## 1247 24 symptomatic 155 3.588459e+02 5.293118e-01 0.000000e+00 1
+## 1248 24 symptomatic 156 3.100085e+02 4.572747e-01 0.000000e+00 1
+## 1249 25 symptomatic 105 2.179133e+02 5.549944e-01 0.000000e+00 1
+## 1250 25 symptomatic 106 1.773819e+02 4.517665e-01 0.000000e+00 1
+## 1251 25 symptomatic 107 1.490725e+02 3.796664e-01 0.000000e+00 1
+## 1252 25 symptomatic 108 1.284976e+02 3.272653e-01 0.000000e+00 1
+## 1253 25 symptomatic 109 1.136201e+02 2.893743e-01 0.000000e+00 1
+## 1254 25 symptomatic 110 1.031032e+02 2.625892e-01 0.000000e+00 1
+## 1255 25 symptomatic 111 9.606983e+01 2.446762e-01 0.000000e+00 1
+## 1256 25 symptomatic 112 9.197785e+01 2.342545e-01 0.000000e+00 1
+## 1257 25 symptomatic 113 9.054850e+01 2.306142e-01 0.000000e+00 1
+## 1258 25 symptomatic 114 9.173448e+01 2.336347e-01 0.000000e+00 1
+## 1259 25 symptomatic 115 9.572179e+01 2.437898e-01 0.000000e+00 1
+## 1260 25 symptomatic 116 1.029675e+02 2.622437e-01 0.000000e+00 1
+## 1261 25 symptomatic 117 1.142830e+02 2.910626e-01 0.000000e+00 1
+## 1262 25 symptomatic 118 1.305328e+02 3.324484e-01 0.000000e+00 1
+## 1263 25 symptomatic 119 1.509999e+02 3.845753e-01 0.000000e+00 1
+## 1264 25 symptomatic 120 1.737858e+02 4.426078e-01 0.000000e+00 1
+## 1265 25 symptomatic 121 2.017137e+02 5.137362e-01 0.000000e+00 1
+## 1266 25 symptomatic 122 2.383024e+02 6.069225e-01 0.000000e+00 1
+## 1267 25 symptomatic 123 2.815005e+02 7.169419e-01 0.000000e+00 1
+## 1268 25 symptomatic 124 3.513130e+02 8.947444e-01 0.000000e+00 1
+## 1269 25 symptomatic 125 4.687483e+02 1.193835e+00 0.000000e+00 1
+## 1270 25 symptomatic 126 6.563680e+02 1.671676e+00 0.000000e+00 1
+## 1271 25 symptomatic 127 9.569675e+02 2.437261e+00 0.000000e+00 1
+## 1272 25 symptomatic 128 1.439644e+03 3.666568e+00 0.000000e+00 1
+## 1273 25 symptomatic 129 2.201009e+03 5.605657e+00 0.000000e+00 1
+## 1274 25 symptomatic 130 3.367230e+03 8.575857e+00 0.000000e+00 1
+## 1275 25 symptomatic 131 5.026073e+03 1.280069e+01 0.000000e+00 1
+## 1276 25 symptomatic 132 7.158799e+03 1.823244e+01 0.000000e+00 1
+## 1277 25 symptomatic 133 9.547889e+03 2.431712e+01 0.000000e+00 1
+## 1278 25 symptomatic 134 1.167077e+04 2.972378e+01 0.000000e+00 1
+## 1279 25 symptomatic 135 1.300414e+04 3.311970e+01 0.000000e+00 1
+## 1280 25 symptomatic 136 1.325865e+04 3.376789e+01 0.000000e+00 1
+## 1281 25 symptomatic 137 1.245375e+04 3.171793e+01 0.000000e+00 1
+## 1282 25 symptomatic 138 1.096898e+04 2.793642e+01 0.000000e+00 1
+## 1283 25 symptomatic 139 9.222563e+03 2.348856e+01 0.000000e+00 1
+## 1284 25 symptomatic 140 7.498204e+03 1.909686e+01 0.000000e+00 1
+## 1285 25 symptomatic 141 5.959427e+03 1.517782e+01 0.000000e+00 1
+## 1286 25 symptomatic 142 4.673260e+03 1.190213e+01 0.000000e+00 1
+## 1287 25 symptomatic 143 3.642402e+03 9.276680e+00 0.000000e+00 1
+## 1288 25 symptomatic 144 2.837387e+03 7.226423e+00 0.000000e+00 1
+## 1289 25 symptomatic 145 2.218033e+03 5.649016e+00 0.000000e+00 1
+## 1290 25 symptomatic 146 1.744854e+03 4.443897e+00 0.000000e+00 1
+## 1291 25 symptomatic 147 1.383871e+03 3.524523e+00 0.000000e+00 1
+## 1292 25 symptomatic 148 1.107796e+03 2.821400e+00 0.000000e+00 1
+## 1293 25 symptomatic 149 8.955696e+02 2.280889e+00 0.000000e+00 1
+## 1294 25 symptomatic 150 7.313035e+02 1.862526e+00 0.000000e+00 1
+## 1295 25 symptomatic 151 6.031625e+02 1.536169e+00 0.000000e+00 1
+## 1296 25 symptomatic 152 5.023799e+02 1.279490e+00 0.000000e+00 1
+## 1297 25 symptomatic 153 4.224682e+02 1.075967e+00 0.000000e+00 1
+## 1298 25 symptomatic 154 3.586157e+02 9.133433e-01 0.000000e+00 1
+## 1299 25 symptomatic 155 3.072360e+02 7.824865e-01 0.000000e+00 1
+## 1300 25 symptomatic 156 2.656390e+02 6.765449e-01 0.000000e+00 1
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+## 1305 1 gp 109 8.022499e+00 0.000000e+00 2.888099e+02 1
+## 1306 1 gp 110 7.350543e+00 0.000000e+00 2.646195e+02 1
+## 1307 1 gp 111 6.910060e+00 0.000000e+00 2.487621e+02 1
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+## 1313 1 gp 117 8.587280e+00 0.000000e+00 3.091421e+02 1
+## 1314 1 gp 118 9.903553e+00 0.000000e+00 3.565279e+02 1
+## 1315 1 gp 119 1.179937e+01 0.000000e+00 4.247773e+02 1
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+## 1319 1 gp 123 3.303755e+01 0.000000e+00 1.189352e+03 1
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+## 1322 1 gp 126 9.858040e+01 0.000000e+00 3.548894e+03 1
+## 1323 1 gp 127 1.484907e+02 0.000000e+00 5.345664e+03 1
+## 1324 1 gp 128 2.258876e+02 0.000000e+00 8.131952e+03 1
+## 1325 1 gp 129 3.422593e+02 0.000000e+00 1.232134e+04 1
+## 1326 1 gp 130 5.064547e+02 0.000000e+00 1.823237e+04 1
+## 1327 1 gp 131 7.135310e+02 0.000000e+00 2.568712e+04 1
+## 1328 1 gp 132 9.308119e+02 0.000000e+00 3.350923e+04 1
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+## 1330 1 gp 134 1.162168e+03 0.000000e+00 4.183803e+04 1
+## 1331 1 gp 135 1.109759e+03 0.000000e+00 3.995134e+04 1
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+## 1334 1 gp 138 6.491653e+02 0.000000e+00 2.336995e+04 1
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+## 1341 1 gp 145 1.190060e+02 0.000000e+00 4.284214e+03 1
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+## 1378 2 gp 130 5.317267e+02 0.000000e+00 1.914216e+04 1
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+## 1481 4 gp 129 3.962045e+02 0.000000e+00 1.426336e+04 1
+## 1482 4 gp 130 5.797918e+02 0.000000e+00 2.087250e+04 1
+## 1483 4 gp 131 8.055994e+02 0.000000e+00 2.900158e+04 1
+## 1484 4 gp 132 1.032172e+03 0.000000e+00 3.715820e+04 1
+## 1485 4 gp 133 1.189820e+03 0.000000e+00 4.283351e+04 1
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+## 1487 4 gp 135 1.123039e+03 0.000000e+00 4.042940e+04 1
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+## 1490 4 gp 138 5.822507e+02 0.000000e+00 2.096103e+04 1
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+## 1756 9 gp 144 5.959632e+01 0.000000e+00 2.145467e+03 1
+## 1757 9 gp 145 4.727381e+01 0.000000e+00 1.701857e+03 1
+## 1758 9 gp 146 3.799383e+01 0.000000e+00 1.367778e+03 1
+## 1759 9 gp 147 3.092077e+01 0.000000e+00 1.113148e+03 1
+## 1760 9 gp 148 2.546588e+01 0.000000e+00 9.167716e+02 1
+## 1761 9 gp 149 2.121102e+01 0.000000e+00 7.635969e+02 1
+## 1762 9 gp 150 1.785649e+01 0.000000e+00 6.428335e+02 1
+## 1763 9 gp 151 1.518532e+01 0.000000e+00 5.466714e+02 1
+## 1764 9 gp 152 1.303892e+01 0.000000e+00 4.694011e+02 1
+## 1765 9 gp 153 1.130022e+01 0.000000e+00 4.068077e+02 1
+## 1766 9 gp 154 9.881926e+00 0.000000e+00 3.557494e+02 1
+## 1767 9 gp 155 8.718365e+00 0.000000e+00 3.138611e+02 1
+## 1768 9 gp 156 7.759628e+00 0.000000e+00 2.793466e+02 1
+## 1769 10 gp 105 6.658242e+00 0.000000e+00 2.396967e+02 1
+## 1770 10 gp 106 5.564091e+00 0.000000e+00 2.003073e+02 1
+## 1771 10 gp 107 4.800836e+00 0.000000e+00 1.728301e+02 1
+## 1772 10 gp 108 4.244040e+00 0.000000e+00 1.527854e+02 1
+## 1773 10 gp 109 3.844616e+00 0.000000e+00 1.384062e+02 1
+## 1774 10 gp 110 3.571267e+00 0.000000e+00 1.285656e+02 1
+## 1775 10 gp 111 3.404115e+00 0.000000e+00 1.225482e+02 1
+## 1776 10 gp 112 3.332190e+00 0.000000e+00 1.199589e+02 1
+## 1777 10 gp 113 3.352303e+00 0.000000e+00 1.206829e+02 1
+## 1778 10 gp 114 3.468981e+00 0.000000e+00 1.248833e+02 1
+## 1779 10 gp 115 3.695494e+00 0.000000e+00 1.330378e+02 1
+## 1780 10 gp 116 4.056237e+00 0.000000e+00 1.460245e+02 1
+## 1781 10 gp 117 4.591047e+00 0.000000e+00 1.652777e+02 1
+## 1782 10 gp 118 5.362502e+00 0.000000e+00 1.930501e+02 1
+## 1783 10 gp 119 6.467860e+00 0.000000e+00 2.328429e+02 1
+## 1784 10 gp 120 8.058574e+00 0.000000e+00 2.901087e+02 1
+## 1785 10 gp 121 1.037251e+01 0.000000e+00 3.734104e+02 1
+## 1786 10 gp 122 1.378824e+01 0.000000e+00 4.963767e+02 1
+## 1787 10 gp 123 1.891550e+01 0.000000e+00 6.809578e+02 1
+## 1788 10 gp 124 2.674243e+01 0.000000e+00 9.627275e+02 1
+## 1789 10 gp 125 3.887314e+01 0.000000e+00 1.399433e+03 1
+## 1790 10 gp 126 5.788146e+01 0.000000e+00 2.083733e+03 1
+## 1791 10 gp 127 8.774991e+01 0.000000e+00 3.158997e+03 1
+## 1792 10 gp 128 1.341708e+02 0.000000e+00 4.830150e+03 1
+## 1793 10 gp 129 2.039722e+02 0.000000e+00 7.343001e+03 1
+## 1794 10 gp 130 3.020846e+02 0.000000e+00 1.087505e+04 1
+## 1795 10 gp 131 4.244304e+02 0.000000e+00 1.527949e+04 1
+## 1796 10 gp 132 5.492665e+02 0.000000e+00 1.977359e+04 1
+## 1797 10 gp 133 6.385016e+02 0.000000e+00 2.298606e+04 1
+## 1798 10 gp 134 6.590425e+02 0.000000e+00 2.372553e+04 1
+## 1799 10 gp 135 6.080011e+02 0.000000e+00 2.188804e+04 1
+## 1800 10 gp 136 5.122251e+02 0.000000e+00 1.844010e+04 1
+## 1801 10 gp 137 4.052344e+02 0.000000e+00 1.458844e+04 1
+## 1802 10 gp 138 3.091103e+02 0.000000e+00 1.112797e+04 1
+## 1803 10 gp 139 2.320729e+02 0.000000e+00 8.354625e+03 1
+## 1804 10 gp 140 1.738909e+02 0.000000e+00 6.260071e+03 1
+## 1805 10 gp 141 1.311244e+02 0.000000e+00 4.720477e+03 1
+## 1806 10 gp 142 9.994455e+01 0.000000e+00 3.598004e+03 1
+## 1807 10 gp 143 7.715666e+01 0.000000e+00 2.777640e+03 1
+## 1808 10 gp 144 6.036829e+01 0.000000e+00 2.173258e+03 1
+## 1809 10 gp 145 4.786737e+01 0.000000e+00 1.723225e+03 1
+## 1810 10 gp 146 3.844895e+01 0.000000e+00 1.384162e+03 1
+## 1811 10 gp 147 3.126720e+01 0.000000e+00 1.125619e+03 1
+## 1812 10 gp 148 2.572585e+01 0.000000e+00 9.261304e+02 1
+## 1813 10 gp 149 2.140130e+01 0.000000e+00 7.704467e+02 1
+## 1814 10 gp 150 1.798992e+01 0.000000e+00 6.476371e+02 1
+## 1815 10 gp 151 1.527195e+01 0.000000e+00 5.497903e+02 1
+## 1816 10 gp 152 1.308676e+01 0.000000e+00 4.711235e+02 1
+## 1817 10 gp 153 1.131578e+01 0.000000e+00 4.073680e+02 1
+## 1818 10 gp 154 9.870596e+00 0.000000e+00 3.553415e+02 1
+## 1819 10 gp 155 8.684661e+00 0.000000e+00 3.126478e+02 1
+## 1820 10 gp 156 7.707376e+00 0.000000e+00 2.774655e+02 1
+## 1821 11 gp 105 6.713315e+00 0.000000e+00 2.416793e+02 1
+## 1822 11 gp 106 5.597806e+00 0.000000e+00 2.015210e+02 1
+## 1823 11 gp 107 4.818738e+00 0.000000e+00 1.734746e+02 1
+## 1824 11 gp 108 4.249602e+00 0.000000e+00 1.529857e+02 1
+## 1825 11 gp 109 3.840194e+00 0.000000e+00 1.382470e+02 1
+## 1826 11 gp 110 3.558392e+00 0.000000e+00 1.281021e+02 1
+## 1827 11 gp 111 3.383672e+00 0.000000e+00 1.218122e+02 1
+## 1828 11 gp 112 3.304519e+00 0.000000e+00 1.189627e+02 1
+## 1829 11 gp 113 3.317247e+00 0.000000e+00 1.194209e+02 1
+## 1830 11 gp 114 3.425879e+00 0.000000e+00 1.233316e+02 1
+## 1831 11 gp 115 3.643116e+00 0.000000e+00 1.311522e+02 1
+## 1832 11 gp 116 3.992656e+00 0.000000e+00 1.437356e+02 1
+## 1833 11 gp 117 4.513421e+00 0.000000e+00 1.624831e+02 1
+## 1834 11 gp 118 5.266737e+00 0.000000e+00 1.896025e+02 1
+## 1835 11 gp 119 6.348124e+00 0.000000e+00 2.285325e+02 1
+## 1836 11 gp 120 7.906523e+00 0.000000e+00 2.846348e+02 1
+## 1837 11 gp 121 1.017615e+01 0.000000e+00 3.663415e+02 1
+## 1838 11 gp 122 1.353028e+01 0.000000e+00 4.870902e+02 1
+## 1839 11 gp 123 1.857101e+01 0.000000e+00 6.685564e+02 1
+## 1840 11 gp 124 2.627568e+01 0.000000e+00 9.459245e+02 1
+## 1841 11 gp 125 3.823380e+01 0.000000e+00 1.376417e+03 1
+## 1842 11 gp 126 5.700144e+01 0.000000e+00 2.052052e+03 1
+## 1843 11 gp 127 8.654477e+01 0.000000e+00 3.115612e+03 1
+## 1844 11 gp 128 1.325554e+02 0.000000e+00 4.771994e+03 1
+## 1845 11 gp 129 2.019083e+02 0.000000e+00 7.268698e+03 1
+## 1846 11 gp 130 2.996812e+02 0.000000e+00 1.078852e+04 1
+## 1847 11 gp 131 4.220816e+02 0.000000e+00 1.519494e+04 1
+## 1848 11 gp 132 5.477029e+02 0.000000e+00 1.971730e+04 1
+## 1849 11 gp 133 6.385508e+02 0.000000e+00 2.298783e+04 1
+## 1850 11 gp 134 6.611178e+02 0.000000e+00 2.380024e+04 1
+## 1851 11 gp 135 6.117841e+02 0.000000e+00 2.202423e+04 1
+## 1852 11 gp 136 5.168956e+02 0.000000e+00 1.860824e+04 1
+## 1853 11 gp 137 4.099666e+02 0.000000e+00 1.475880e+04 1
+## 1854 11 gp 138 3.133762e+02 0.000000e+00 1.128154e+04 1
+## 1855 11 gp 139 2.356616e+02 0.000000e+00 8.483817e+03 1
+## 1856 11 gp 140 1.767961e+02 0.000000e+00 6.364661e+03 1
+## 1857 11 gp 141 1.334330e+02 0.000000e+00 4.803586e+03 1
+## 1858 11 gp 142 1.017680e+02 0.000000e+00 3.663650e+03 1
+## 1859 11 gp 143 7.859916e+01 0.000000e+00 2.829570e+03 1
+## 1860 11 gp 144 6.151567e+01 0.000000e+00 2.214564e+03 1
+## 1861 11 gp 145 4.878655e+01 0.000000e+00 1.756316e+03 1
+## 1862 11 gp 146 3.919069e+01 0.000000e+00 1.410865e+03 1
+## 1863 11 gp 147 3.186965e+01 0.000000e+00 1.147307e+03 1
+## 1864 11 gp 148 2.621761e+01 0.000000e+00 9.438340e+02 1
+## 1865 11 gp 149 2.180397e+01 0.000000e+00 7.849430e+02 1
+## 1866 11 gp 150 1.831994e+01 0.000000e+00 6.595180e+02 1
+## 1867 11 gp 151 1.554200e+01 0.000000e+00 5.595120e+02 1
+## 1868 11 gp 152 1.330674e+01 0.000000e+00 4.790428e+02 1
+## 1869 11 gp 153 1.149356e+01 0.000000e+00 4.137683e+02 1
+## 1870 11 gp 154 1.001254e+01 0.000000e+00 3.604515e+02 1
+## 1871 11 gp 155 8.795980e+00 0.000000e+00 3.166553e+02 1
+## 1872 11 gp 156 7.792402e+00 0.000000e+00 2.805265e+02 1
+## 1873 12 gp 105 6.744775e+00 0.000000e+00 2.428119e+02 1
+## 1874 12 gp 106 5.617137e+00 0.000000e+00 2.022169e+02 1
+## 1875 12 gp 107 4.828575e+00 0.000000e+00 1.738287e+02 1
+## 1876 12 gp 108 4.251555e+00 0.000000e+00 1.530560e+02 1
+## 1877 12 gp 109 3.835306e+00 0.000000e+00 1.380710e+02 1
+## 1878 12 gp 110 3.547257e+00 0.000000e+00 1.277012e+02 1
+## 1879 12 gp 111 3.366483e+00 0.000000e+00 1.211934e+02 1
+## 1880 12 gp 112 3.281089e+00 0.000000e+00 1.181192e+02 1
+## 1881 12 gp 113 3.286982e+00 0.000000e+00 1.183313e+02 1
+## 1882 12 gp 114 3.387707e+00 0.000000e+00 1.219574e+02 1
+## 1883 12 gp 115 3.595359e+00 0.000000e+00 1.294329e+02 1
+## 1884 12 gp 116 3.932818e+00 0.000000e+00 1.415814e+02 1
+## 1885 12 gp 117 4.437853e+00 0.000000e+00 1.597627e+02 1
+## 1886 12 gp 118 5.170112e+00 0.000000e+00 1.861240e+02 1
+## 1887 12 gp 119 6.222620e+00 0.000000e+00 2.240143e+02 1
+## 1888 12 gp 120 7.740552e+00 0.000000e+00 2.786599e+02 1
+## 1889 12 gp 121 9.952353e+00 0.000000e+00 3.582847e+02 1
+## 1890 12 gp 122 1.322234e+01 0.000000e+00 4.760043e+02 1
+## 1891 12 gp 123 1.813860e+01 0.000000e+00 6.529897e+02 1
+## 1892 12 gp 124 2.565663e+01 0.000000e+00 9.236386e+02 1
+## 1893 12 gp 125 3.733211e+01 0.000000e+00 1.343956e+03 1
+## 1894 12 gp 126 5.567036e+01 0.000000e+00 2.004133e+03 1
+## 1895 12 gp 127 8.456644e+01 0.000000e+00 3.044392e+03 1
+## 1896 12 gp 128 1.296265e+02 0.000000e+00 4.666556e+03 1
+## 1897 12 gp 129 1.976598e+02 0.000000e+00 7.115753e+03 1
+## 1898 12 gp 130 2.937865e+02 0.000000e+00 1.057631e+04 1
+## 1899 12 gp 131 4.145068e+02 0.000000e+00 1.492224e+04 1
+## 1900 12 gp 132 5.390239e+02 0.000000e+00 1.940486e+04 1
+## 1901 12 gp 133 6.300052e+02 0.000000e+00 2.268019e+04 1
+## 1902 12 gp 134 6.540873e+02 0.000000e+00 2.354714e+04 1
+## 1903 12 gp 135 6.070442e+02 0.000000e+00 2.185359e+04 1
+## 1904 12 gp 136 5.143569e+02 0.000000e+00 1.851685e+04 1
+## 1905 12 gp 137 4.090209e+02 0.000000e+00 1.472475e+04 1
+## 1906 12 gp 138 3.133567e+02 0.000000e+00 1.128084e+04 1
+## 1907 12 gp 139 2.360789e+02 0.000000e+00 8.498841e+03 1
+## 1908 12 gp 140 1.773640e+02 0.000000e+00 6.385103e+03 1
+## 1909 12 gp 141 1.340099e+02 0.000000e+00 4.824357e+03 1
+## 1910 12 gp 142 1.022958e+02 0.000000e+00 3.682649e+03 1
+## 1911 12 gp 143 7.906056e+01 0.000000e+00 2.846180e+03 1
+## 1912 12 gp 144 6.191137e+01 0.000000e+00 2.228809e+03 1
+## 1913 12 gp 145 4.912362e+01 0.000000e+00 1.768450e+03 1
+## 1914 12 gp 146 3.947756e+01 0.000000e+00 1.421192e+03 1
+## 1915 12 gp 147 3.211411e+01 0.000000e+00 1.156108e+03 1
+## 1916 12 gp 148 2.642627e+01 0.000000e+00 9.513456e+02 1
+## 1917 12 gp 149 2.198217e+01 0.000000e+00 7.913581e+02 1
+## 1918 12 gp 150 1.847197e+01 0.000000e+00 6.649908e+02 1
+## 1919 12 gp 151 1.567126e+01 0.000000e+00 5.641653e+02 1
+## 1920 12 gp 152 1.341598e+01 0.000000e+00 4.829752e+02 1
+## 1921 12 gp 153 1.158500e+01 0.000000e+00 4.170602e+02 1
+## 1922 12 gp 154 1.008803e+01 0.000000e+00 3.631691e+02 1
+## 1923 12 gp 155 8.857066e+00 0.000000e+00 3.188544e+02 1
+## 1924 12 gp 156 7.840408e+00 0.000000e+00 2.822547e+02 1
+## 1925 13 gp 105 1.201079e+02 0.000000e+00 4.323886e+03 1
+## 1926 13 gp 106 1.021416e+02 0.000000e+00 3.677099e+03 1
+## 1927 13 gp 107 8.953199e+01 0.000000e+00 3.223152e+03 1
+## 1928 13 gp 108 8.024430e+01 0.000000e+00 2.888795e+03 1
+## 1929 13 gp 109 7.356644e+01 0.000000e+00 2.648392e+03 1
+## 1930 13 gp 110 6.904732e+01 0.000000e+00 2.485704e+03 1
+## 1931 13 gp 111 6.640471e+01 0.000000e+00 2.390570e+03 1
+## 1932 13 gp 112 6.549772e+01 0.000000e+00 2.357918e+03 1
+## 1933 13 gp 113 6.631797e+01 0.000000e+00 2.387447e+03 1
+## 1934 13 gp 114 6.899686e+01 0.000000e+00 2.483887e+03 1
+## 1935 13 gp 115 7.383176e+01 0.000000e+00 2.657943e+03 1
+## 1936 13 gp 116 8.133795e+01 0.000000e+00 2.928166e+03 1
+## 1937 13 gp 117 9.233842e+01 0.000000e+00 3.324183e+03 1
+## 1938 13 gp 118 1.081122e+02 0.000000e+00 3.892040e+03 1
+## 1939 13 gp 119 1.306310e+02 0.000000e+00 4.702717e+03 1
+## 1940 13 gp 120 1.629520e+02 0.000000e+00 5.866270e+03 1
+## 1941 13 gp 121 2.098536e+02 0.000000e+00 7.554729e+03 1
+## 1942 13 gp 122 2.789045e+02 0.000000e+00 1.004056e+04 1
+## 1943 13 gp 123 3.821675e+02 0.000000e+00 1.375803e+04 1
+## 1944 13 gp 124 5.388795e+02 0.000000e+00 1.939966e+04 1
+## 1945 13 gp 125 7.795305e+02 0.000000e+00 2.806310e+04 1
+## 1946 13 gp 126 1.150940e+03 0.000000e+00 4.143384e+04 1
+## 1947 13 gp 127 1.720109e+03 0.000000e+00 6.192394e+04 1
+## 1948 13 gp 128 2.568934e+03 0.000000e+00 9.248161e+04 1
+## 1949 13 gp 129 3.760930e+03 0.000000e+00 1.353935e+05 1
+## 1950 13 gp 130 5.254630e+03 0.000000e+00 1.891667e+05 1
+## 1951 13 gp 131 6.778004e+03 0.000000e+00 2.440081e+05 1
+## 1952 13 gp 132 7.809125e+03 0.000000e+00 2.811285e+05 1
+## 1953 13 gp 133 7.868729e+03 0.000000e+00 2.832742e+05 1
+## 1954 13 gp 134 6.954746e+03 0.000000e+00 2.503708e+05 1
+## 1955 13 gp 135 5.551190e+03 0.000000e+00 1.998428e+05 1
+## 1956 13 gp 136 4.182208e+03 0.000000e+00 1.505595e+05 1
+## 1957 13 gp 137 3.101451e+03 0.000000e+00 1.116522e+05 1
+## 1958 13 gp 138 2.327448e+03 0.000000e+00 8.378813e+04 1
+## 1959 13 gp 139 1.788173e+03 0.000000e+00 6.437424e+04 1
+## 1960 13 gp 140 1.407882e+03 0.000000e+00 5.068377e+04 1
+## 1961 13 gp 141 1.131943e+03 0.000000e+00 4.074995e+04 1
+## 1962 13 gp 142 9.254532e+02 0.000000e+00 3.331631e+04 1
+## 1963 13 gp 143 7.668165e+02 0.000000e+00 2.760539e+04 1
+## 1964 13 gp 144 6.424200e+02 0.000000e+00 2.312712e+04 1
+## 1965 13 gp 145 5.433297e+02 0.000000e+00 1.955987e+04 1
+## 1966 13 gp 146 4.634172e+02 0.000000e+00 1.668302e+04 1
+## 1967 13 gp 147 3.983125e+02 0.000000e+00 1.433925e+04 1
+## 1968 13 gp 148 3.448058e+02 0.000000e+00 1.241301e+04 1
+## 1969 13 gp 149 3.004882e+02 0.000000e+00 1.081758e+04 1
+## 1970 13 gp 150 2.635248e+02 0.000000e+00 9.486892e+03 1
+## 1971 13 gp 151 2.325031e+02 0.000000e+00 8.370113e+03 1
+## 1972 13 gp 152 2.063273e+02 0.000000e+00 7.427784e+03 1
+## 1973 13 gp 153 1.841416e+02 0.000000e+00 6.629098e+03 1
+## 1974 13 gp 154 1.652735e+02 0.000000e+00 5.949847e+03 1
+## 1975 13 gp 155 1.491915e+02 0.000000e+00 5.370894e+03 1
+## 1976 13 gp 156 1.354725e+02 0.000000e+00 4.877010e+03 1
+## 1977 14 gp 105 1.088324e+02 0.000000e+00 3.917967e+03 1
+## 1978 14 gp 106 9.235718e+01 0.000000e+00 3.324858e+03 1
+## 1979 14 gp 107 8.080644e+01 0.000000e+00 2.909032e+03 1
+## 1980 14 gp 108 7.234662e+01 0.000000e+00 2.604478e+03 1
+## 1981 14 gp 109 6.629457e+01 0.000000e+00 2.386604e+03 1
+## 1982 14 gp 110 6.221865e+01 0.000000e+00 2.239871e+03 1
+## 1983 14 gp 111 5.985233e+01 0.000000e+00 2.154684e+03 1
+## 1984 14 gp 112 5.906340e+01 0.000000e+00 2.126282e+03 1
+## 1985 14 gp 113 5.984300e+01 0.000000e+00 2.154348e+03 1
+## 1986 14 gp 114 6.231094e+01 0.000000e+00 2.243194e+03 1
+## 1987 14 gp 115 6.673918e+01 0.000000e+00 2.402611e+03 1
+## 1988 14 gp 116 7.359920e+01 0.000000e+00 2.649571e+03 1
+## 1989 14 gp 117 8.364427e+01 0.000000e+00 3.011194e+03 1
+## 1990 14 gp 118 9.804610e+01 0.000000e+00 3.529660e+03 1
+## 1991 14 gp 119 1.186147e+02 0.000000e+00 4.270130e+03 1
+## 1992 14 gp 120 1.481551e+02 0.000000e+00 5.333584e+03 1
+## 1993 14 gp 121 1.910572e+02 0.000000e+00 6.878058e+03 1
+## 1994 14 gp 122 2.542902e+02 0.000000e+00 9.154448e+03 1
+## 1995 14 gp 123 3.489944e+02 0.000000e+00 1.256380e+04 1
+## 1996 14 gp 124 4.930068e+02 0.000000e+00 1.774825e+04 1
+## 1997 14 gp 125 7.147756e+02 0.000000e+00 2.573192e+04 1
+## 1998 14 gp 126 1.058422e+03 0.000000e+00 3.810317e+04 1
+## 1999 14 gp 127 1.588207e+03 0.000000e+00 5.717546e+04 1
+## 2000 14 gp 128 2.385691e+03 0.000000e+00 8.588486e+04 1
+## 2001 14 gp 129 3.522698e+03 0.000000e+00 1.268171e+05 1
+## 2002 14 gp 130 4.985083e+03 0.000000e+00 1.794630e+05 1
+## 2003 14 gp 131 6.551637e+03 0.000000e+00 2.358589e+05 1
+## 2004 14 gp 132 7.746903e+03 0.000000e+00 2.788885e+05 1
+## 2005 14 gp 133 8.068863e+03 0.000000e+00 2.904791e+05 1
+## 2006 14 gp 134 7.403081e+03 0.000000e+00 2.665109e+05 1
+## 2007 14 gp 135 6.123319e+03 0.000000e+00 2.204395e+05 1
+## 2008 14 gp 136 4.737625e+03 0.000000e+00 1.705545e+05 1
+## 2009 14 gp 137 3.556840e+03 0.000000e+00 1.280462e+05 1
+## 2010 14 gp 138 2.661644e+03 0.000000e+00 9.581918e+04 1
+## 2011 14 gp 139 2.014996e+03 0.000000e+00 7.253984e+04 1
+## 2012 14 gp 140 1.552194e+03 0.000000e+00 5.587900e+04 1
+## 2013 14 gp 141 1.217541e+03 0.000000e+00 4.383146e+04 1
+## 2014 14 gp 142 9.711984e+02 0.000000e+00 3.496314e+04 1
+## 2015 14 gp 143 7.863940e+02 0.000000e+00 2.831018e+04 1
+## 2016 14 gp 144 6.453050e+02 0.000000e+00 2.323098e+04 1
+## 2017 14 gp 145 5.359084e+02 0.000000e+00 1.929270e+04 1
+## 2018 14 gp 146 4.499182e+02 0.000000e+00 1.619705e+04 1
+## 2019 14 gp 147 3.814966e+02 0.000000e+00 1.373388e+04 1
+## 2020 14 gp 148 3.264497e+02 0.000000e+00 1.175219e+04 1
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+## 4363 9 hosp 151 2.419193e+00 1.201820e-02 2.625484e+03 1
+## 4364 9 hosp 152 2.077304e+00 1.031974e-02 2.254441e+03 1
+## 4365 9 hosp 153 1.800340e+00 8.943824e-03 1.953859e+03 1
+## 4366 9 hosp 154 1.574406e+00 7.821418e-03 1.708660e+03 1
+## 4367 9 hosp 155 1.389044e+00 6.900565e-03 1.507491e+03 1
+## 4368 9 hosp 156 1.236307e+00 6.141792e-03 1.341730e+03 1
+## 4369 10 hosp 105 8.197496e-01 5.689482e-03 9.425349e+02 1
+## 4370 10 hosp 106 6.850399e-01 4.754528e-03 7.876479e+02 1
+## 4371 10 hosp 107 5.910695e-01 4.102325e-03 6.796022e+02 1
+## 4372 10 hosp 108 5.225178e-01 3.626542e-03 6.007826e+02 1
+## 4373 10 hosp 109 4.733416e-01 3.285233e-03 5.442405e+02 1
+## 4374 10 hosp 110 4.396874e-01 3.051656e-03 5.055455e+02 1
+## 4375 10 hosp 111 4.191080e-01 2.908824e-03 4.818836e+02 1
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+## 4377 10 hosp 113 4.127289e-01 2.864551e-03 4.745491e+02 1
+## 4378 10 hosp 114 4.270941e-01 2.964252e-03 4.910660e+02 1
+## 4379 10 hosp 115 4.549820e-01 3.157808e-03 5.231310e+02 1
+## 4380 10 hosp 116 4.993959e-01 3.466063e-03 5.741974e+02 1
+## 4381 10 hosp 117 5.652406e-01 3.923060e-03 6.499046e+02 1
+## 4382 10 hosp 118 6.602207e-01 4.582270e-03 7.591112e+02 1
+## 4383 10 hosp 119 7.963102e-01 5.526801e-03 9.155846e+02 1
+## 4384 10 hosp 120 9.921558e-01 6.886070e-03 1.140765e+03 1
+## 4385 10 hosp 121 1.277043e+00 8.863335e-03 1.468324e+03 1
+## 4386 10 hosp 122 1.697581e+00 1.178208e-02 1.951852e+03 1
+## 4387 10 hosp 123 2.328839e+00 1.616333e-02 2.677661e+03 1
+## 4388 10 hosp 124 3.292475e+00 2.285147e-02 3.785635e+03 1
+## 4389 10 hosp 125 4.785985e+00 3.321719e-02 5.502849e+03 1
+## 4390 10 hosp 126 7.126252e+00 4.945984e-02 8.193650e+03 1
+## 4391 10 hosp 127 1.080360e+01 7.498249e-02 1.242180e+04 1
+## 4392 10 hosp 128 1.651885e+01 1.146493e-01 1.899311e+04 1
+## 4393 10 hosp 129 2.511266e+01 1.742947e-01 2.887414e+04 1
+## 4394 10 hosp 130 3.719206e+01 2.581320e-01 4.276283e+04 1
+## 4395 10 hosp 131 5.225504e+01 3.626767e-01 6.008200e+04 1
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+## 4397 10 hosp 133 7.861106e+01 5.456011e-01 9.038574e+04 1
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+## 4399 10 hosp 135 7.485590e+01 5.195383e-01 8.606811e+04 1
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+## 4401 10 hosp 137 4.989166e+01 3.462737e-01 5.736463e+04 1
+## 4402 10 hosp 138 3.805706e+01 2.641355e-01 4.375739e+04 1
+## 4403 10 hosp 139 2.857236e+01 1.983068e-01 3.285204e+04 1
+## 4404 10 hosp 140 2.140910e+01 1.485901e-01 2.461584e+04 1
+## 4405 10 hosp 141 1.614377e+01 1.120461e-01 1.856185e+04 1
+## 4406 10 hosp 142 1.230498e+01 8.540285e-02 1.414806e+04 1
+## 4407 10 hosp 143 9.499376e+00 6.593054e-02 1.092223e+04 1
+## 4408 10 hosp 144 7.432425e+00 5.158484e-02 8.545683e+03 1
+## 4409 10 hosp 145 5.893336e+00 4.090278e-02 6.776064e+03 1
+## 4410 10 hosp 146 4.733759e+00 3.285471e-02 5.442800e+03 1
+## 4411 10 hosp 147 3.849556e+00 2.671790e-02 4.426158e+03 1
+## 4412 10 hosp 148 3.167315e+00 2.198279e-02 3.641728e+03 1
+## 4413 10 hosp 149 2.634885e+00 1.828746e-02 3.029549e+03 1
+## 4414 10 hosp 150 2.214883e+00 1.537243e-02 2.546637e+03 1
+## 4415 10 hosp 151 1.880253e+00 1.304992e-02 2.161884e+03 1
+## 4416 10 hosp 152 1.611217e+00 1.118267e-02 1.852551e+03 1
+## 4417 10 hosp 153 1.393176e+00 9.669358e-03 1.601852e+03 1
+## 4418 10 hosp 154 1.215248e+00 8.434447e-03 1.397273e+03 1
+## 4419 10 hosp 155 1.069238e+00 7.421062e-03 1.229393e+03 1
+## 4420 10 hosp 156 9.489169e-01 6.585970e-03 1.091049e+03 1
+## 4421 11 hosp 105 6.148645e-01 3.527732e-03 7.541039e+02 1
+## 4422 11 hosp 106 5.126964e-01 2.941552e-03 6.287993e+02 1
+## 4423 11 hosp 107 4.413424e-01 2.532164e-03 5.412869e+02 1
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+## 4425 11 hosp 109 3.517188e-01 2.017956e-03 4.313674e+02 1
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+## 6633 3 icu 133 1.436736e+01 0.000000e+00 3.979045e+04 1
+## 6634 3 icu 134 1.481053e+01 0.000000e+00 4.101782e+04 1
+## 6635 3 icu 135 1.372805e+01 0.000000e+00 3.801988e+04 1
+## 6636 3 icu 136 1.170495e+01 0.000000e+00 3.241690e+04 1
+## 6637 3 icu 137 9.444699e+00 0.000000e+00 2.615713e+04 1
+## 6638 3 icu 138 7.400321e+00 0.000000e+00 2.049522e+04 1
+## 6639 3 icu 139 5.737974e+00 0.000000e+00 1.589134e+04 1
+## 6640 3 icu 140 4.532198e+00 0.000000e+00 1.255194e+04 1
+## 6641 3 icu 141 3.653132e+00 0.000000e+00 1.011736e+04 1
+## 6642 3 icu 142 2.952364e+00 0.000000e+00 8.176584e+03 1
+## 6643 3 icu 143 2.398952e+00 0.000000e+00 6.643907e+03 1
+## 6644 3 icu 144 1.962539e+00 0.000000e+00 5.435258e+03 1
+## 6645 3 icu 145 1.617196e+00 0.000000e+00 4.478831e+03 1
+## 6646 3 icu 146 1.342382e+00 0.000000e+00 3.717731e+03 1
+## 6647 3 icu 147 1.122257e+00 0.000000e+00 3.108094e+03 1
+## 6648 3 icu 148 9.447246e-01 0.000000e+00 2.616418e+03 1
+## 6649 3 icu 149 8.005635e-01 0.000000e+00 2.217164e+03 1
+## 6650 3 icu 150 6.827299e-01 0.000000e+00 1.890823e+03 1
+## 6651 3 icu 151 5.858247e-01 0.000000e+00 1.622444e+03 1
+## 6652 3 icu 152 5.056886e-01 0.000000e+00 1.400507e+03 1
+## 6653 3 icu 153 4.390993e-01 0.000000e+00 1.216087e+03 1
+## 6654 3 icu 154 3.835438e-01 0.000000e+00 1.062226e+03 1
+## 6655 3 icu 155 3.370480e-01 0.000000e+00 9.334557e+02 1
+## 6656 3 icu 156 2.980494e-01 0.000000e+00 8.254490e+02 1
+## 6657 4 icu 105 1.539970e-01 0.000000e+00 4.065443e+02 1
+## 6658 4 icu 106 1.284383e-01 0.000000e+00 3.390708e+02 1
+## 6659 4 icu 107 1.103830e-01 0.000000e+00 2.914055e+02 1
+## 6660 4 icu 108 9.701355e-02 0.000000e+00 2.561109e+02 1
+## 6661 4 icu 109 8.722102e-02 0.000000e+00 2.302591e+02 1
+## 6662 4 icu 110 8.028355e-02 0.000000e+00 2.119446e+02 1
+## 6663 4 icu 111 7.572573e-02 0.000000e+00 1.999122e+02 1
+## 6664 4 icu 112 7.326270e-02 0.000000e+00 1.934099e+02 1
+## 6665 4 icu 113 7.277287e-02 0.000000e+00 1.921168e+02 1
+## 6666 4 icu 114 7.429158e-02 0.000000e+00 1.961261e+02 1
+## 6667 4 icu 115 7.802553e-02 0.000000e+00 2.059835e+02 1
+## 6668 4 icu 116 8.439227e-02 0.000000e+00 2.227914e+02 1
+## 6669 4 icu 117 9.409459e-02 0.000000e+00 2.484050e+02 1
+## 6670 4 icu 118 1.079461e-01 0.000000e+00 2.849722e+02 1
+## 6671 4 icu 119 1.271464e-01 0.000000e+00 3.356603e+02 1
+## 6672 4 icu 120 1.548633e-01 0.000000e+00 4.088315e+02 1
+## 6673 4 icu 121 1.951098e-01 0.000000e+00 5.150803e+02 1
+## 6674 4 icu 122 2.541598e-01 0.000000e+00 6.709692e+02 1
+## 6675 4 icu 123 3.420319e-01 0.000000e+00 9.029473e+02 1
+## 6676 4 icu 124 4.748034e-01 0.000000e+00 1.253457e+03 1
+## 6677 4 icu 125 6.782936e-01 0.000000e+00 1.790661e+03 1
+## 6678 4 icu 126 9.934394e-01 0.000000e+00 2.622631e+03 1
+## 6679 4 icu 127 1.482708e+00 0.000000e+00 3.914277e+03 1
+## 6680 4 icu 128 2.233813e+00 0.000000e+00 5.897155e+03 1
+## 6681 4 icu 129 3.349021e+00 0.000000e+00 8.841249e+03 1
+## 6682 4 icu 130 4.895815e+00 0.000000e+00 1.292471e+04 1
+## 6683 4 icu 131 6.796621e+00 0.000000e+00 1.794274e+04 1
+## 6684 4 icu 132 8.701691e+00 0.000000e+00 2.297203e+04 1
+## 6685 4 icu 133 1.002451e+01 0.000000e+00 2.646422e+04 1
+## 6686 4 icu 134 1.027943e+01 0.000000e+00 2.713717e+04 1
+## 6687 4 icu 135 9.453896e+00 0.000000e+00 2.495782e+04 1
+## 6688 4 icu 136 7.975192e+00 0.000000e+00 2.105411e+04 1
+## 6689 4 icu 137 6.350065e+00 0.000000e+00 1.676386e+04 1
+## 6690 4 icu 138 4.900629e+00 0.000000e+00 1.293742e+04 1
+## 6691 4 icu 139 3.740275e+00 0.000000e+00 9.874140e+03 1
+## 6692 4 icu 140 2.874796e+00 0.000000e+00 7.589319e+03 1
+## 6693 4 icu 141 2.239219e+00 0.000000e+00 5.911428e+03 1
+## 6694 4 icu 142 1.762911e+00 0.000000e+00 4.653996e+03 1
+## 6695 4 icu 143 1.405013e+00 0.000000e+00 3.709166e+03 1
+## 6696 4 icu 144 1.133881e+00 0.000000e+00 2.993389e+03 1
+## 6697 4 icu 145 9.261971e-01 0.000000e+00 2.445114e+03 1
+## 6698 4 icu 146 7.651726e-01 0.000000e+00 2.020018e+03 1
+## 6699 4 icu 147 6.387797e-01 0.000000e+00 1.686347e+03 1
+## 6700 4 icu 148 5.383756e-01 0.000000e+00 1.421285e+03 1
+## 6701 4 icu 149 4.577075e-01 0.000000e+00 1.208325e+03 1
+## 6702 4 icu 150 3.922133e-01 0.000000e+00 1.035424e+03 1
+## 6703 4 icu 151 3.385330e-01 0.000000e+00 8.937103e+02 1
+## 6704 4 icu 152 2.941684e-01 0.000000e+00 7.765898e+02 1
+## 6705 4 icu 153 2.572424e-01 0.000000e+00 6.791072e+02 1
+## 6706 4 icu 154 2.263303e-01 0.000000e+00 5.975006e+02 1
+## 6707 4 icu 155 2.003379e-01 0.000000e+00 5.288821e+02 1
+## 6708 4 icu 156 1.784157e-01 0.000000e+00 4.710087e+02 1
+## 6709 5 icu 105 1.303341e-01 0.000000e+00 3.035209e+02 1
+## 6710 5 icu 106 1.093610e-01 0.000000e+00 2.546789e+02 1
+## 6711 5 icu 107 9.454501e-02 0.000000e+00 2.201756e+02 1
+## 6712 5 icu 108 8.357518e-02 0.000000e+00 1.946291e+02 1
+## 6713 5 icu 109 7.555985e-02 0.000000e+00 1.759631e+02 1
+## 6714 5 icu 110 6.992256e-02 0.000000e+00 1.628350e+02 1
+## 6715 5 icu 111 6.628786e-02 0.000000e+00 1.543705e+02 1
+## 6716 5 icu 112 6.443766e-02 0.000000e+00 1.500618e+02 1
+## 6717 5 icu 113 6.429115e-02 0.000000e+00 1.497206e+02 1
+## 6718 5 icu 114 6.590223e-02 0.000000e+00 1.534725e+02 1
+## 6719 5 icu 115 6.947500e-02 0.000000e+00 1.617927e+02 1
+## 6720 5 icu 116 7.540140e-02 0.000000e+00 1.755941e+02 1
+## 6721 5 icu 117 8.433014e-02 0.000000e+00 1.963872e+02 1
+## 6722 5 icu 118 9.698072e-02 0.000000e+00 2.258478e+02 1
+## 6723 5 icu 119 1.144165e-01 0.000000e+00 2.664521e+02 1
+## 6724 5 icu 120 1.395939e-01 0.000000e+00 3.250851e+02 1
+## 6725 5 icu 121 1.761771e-01 0.000000e+00 4.102796e+02 1
+## 6726 5 icu 122 2.298925e-01 0.000000e+00 5.353716e+02 1
+## 6727 5 icu 123 3.098903e-01 0.000000e+00 7.216697e+02 1
+## 6728 5 icu 124 4.308603e-01 0.000000e+00 1.003383e+03 1
+## 6729 5 icu 125 6.163998e-01 0.000000e+00 1.435466e+03 1
+## 6730 5 icu 126 9.039266e-01 0.000000e+00 2.105056e+03 1
+## 6731 5 icu 127 1.350529e+00 0.000000e+00 3.145099e+03 1
+## 6732 5 icu 128 2.036317e+00 0.000000e+00 4.742155e+03 1
+## 6733 5 icu 129 3.054521e+00 0.000000e+00 7.113340e+03 1
+## 6734 5 icu 130 4.466175e+00 0.000000e+00 1.040079e+04 1
+## 6735 5 icu 131 6.198727e+00 0.000000e+00 1.443554e+04 1
+## 6736 5 icu 132 7.930217e+00 0.000000e+00 1.846782e+04 1
+## 6737 5 icu 133 9.122513e+00 0.000000e+00 2.124443e+04 1
+## 6738 5 icu 134 9.332158e+00 0.000000e+00 2.173264e+04 1
+## 6739 5 icu 135 8.551719e+00 0.000000e+00 1.991516e+04 1
+## 6740 5 icu 136 7.177300e+00 0.000000e+00 1.671443e+04 1
+## 6741 5 icu 137 5.676145e+00 0.000000e+00 1.321855e+04 1
+## 6742 5 icu 138 4.343908e+00 0.000000e+00 1.011605e+04 1
+## 6743 5 icu 139 3.283278e+00 0.000000e+00 7.646067e+03 1
+## 6744 5 icu 140 2.498440e+00 0.000000e+00 5.818344e+03 1
+## 6745 5 icu 141 1.926669e+00 0.000000e+00 4.486809e+03 1
+## 6746 5 icu 142 1.501547e+00 0.000000e+00 3.496788e+03 1
+## 6747 5 icu 143 1.185200e+00 0.000000e+00 2.760082e+03 1
+## 6748 5 icu 144 9.481787e-01 0.000000e+00 2.208110e+03 1
+## 6749 5 icu 145 7.687749e-01 0.000000e+00 1.790316e+03 1
+## 6750 5 icu 146 6.313804e-01 0.000000e+00 1.470353e+03 1
+## 6751 5 icu 147 5.248493e-01 0.000000e+00 1.222264e+03 1
+## 6752 5 icu 148 4.412117e-01 0.000000e+00 1.027490e+03 1
+## 6753 5 icu 149 3.747391e-01 0.000000e+00 8.726890e+02 1
+## 6754 5 icu 150 3.212858e-01 0.000000e+00 7.482074e+02 1
+## 6755 5 icu 151 2.778286e-01 0.000000e+00 6.470046e+02 1
+## 6756 5 icu 152 2.421450e-01 0.000000e+00 5.639050e+02 1
+## 6757 5 icu 153 2.125872e-01 0.000000e+00 4.950710e+02 1
+## 6758 5 icu 154 1.879223e-01 0.000000e+00 4.376316e+02 1
+## 6759 5 icu 155 1.672190e-01 0.000000e+00 3.894179e+02 1
+## 6760 5 icu 156 1.497662e-01 0.000000e+00 3.487741e+02 1
+## 6761 6 icu 105 1.023754e-01 0.000000e+00 3.205919e+02 1
+## 6762 6 icu 106 8.621603e-02 0.000000e+00 2.699884e+02 1
+## 6763 6 icu 107 7.483736e-02 0.000000e+00 2.343557e+02 1
+## 6764 6 icu 108 6.644207e-02 0.000000e+00 2.080656e+02 1
+## 6765 6 icu 109 6.034394e-02 0.000000e+00 1.889691e+02 1
+## 6766 6 icu 110 5.610343e-02 0.000000e+00 1.756898e+02 1
+## 6767 6 icu 111 5.343854e-02 0.000000e+00 1.673446e+02 1
+## 6768 6 icu 112 5.219136e-02 0.000000e+00 1.634390e+02 1
+## 6769 6 icu 113 5.231344e-02 0.000000e+00 1.638213e+02 1
+## 6770 6 icu 114 5.386538e-02 0.000000e+00 1.686812e+02 1
+## 6771 6 icu 115 5.703134e-02 0.000000e+00 1.785955e+02 1
+## 6772 6 icu 116 6.215193e-02 0.000000e+00 1.946309e+02 1
+## 6773 6 icu 117 6.978359e-02 0.000000e+00 2.185297e+02 1
+## 6774 6 icu 118 8.049941e-02 0.000000e+00 2.520866e+02 1
+## 6775 6 icu 119 9.513317e-02 0.000000e+00 2.979127e+02 1
+## 6776 6 icu 120 1.162734e-01 0.000000e+00 3.641141e+02 1
+## 6777 6 icu 121 1.470237e-01 0.000000e+00 4.604097e+02 1
+## 6778 6 icu 122 1.922291e-01 0.000000e+00 6.019719e+02 1
+## 6779 6 icu 123 2.596400e-01 0.000000e+00 8.130713e+02 1
+## 6780 6 icu 124 3.617139e-01 0.000000e+00 1.132719e+03 1
+## 6781 6 icu 125 5.184863e-01 0.000000e+00 1.623657e+03 1
+## 6782 6 icu 126 7.617644e-01 0.000000e+00 2.385491e+03 1
+## 6783 6 icu 127 1.140136e+00 0.000000e+00 3.570375e+03 1
+## 6784 6 icu 128 1.721880e+00 0.000000e+00 5.392125e+03 1
+## 6785 6 icu 129 2.586602e+00 0.000000e+00 8.100032e+03 1
+## 6786 6 icu 130 3.786664e+00 0.000000e+00 1.185807e+04 1
+## 6787 6 icu 131 5.260786e+00 0.000000e+00 1.647433e+04 1
+## 6788 6 icu 132 6.734614e+00 0.000000e+00 2.108967e+04 1
+## 6789 6 icu 133 7.748715e+00 0.000000e+00 2.426536e+04 1
+## 6790 6 icu 134 7.923780e+00 0.000000e+00 2.481358e+04 1
+## 6791 6 icu 135 7.252905e+00 0.000000e+00 2.271271e+04 1
+## 6792 6 icu 136 6.074709e+00 0.000000e+00 1.902316e+04 1
+## 6793 6 icu 137 4.789226e+00 0.000000e+00 1.499762e+04 1
+## 6794 6 icu 138 3.649719e+00 0.000000e+00 1.142922e+04 1
+## 6795 6 icu 139 2.744054e+00 0.000000e+00 8.593096e+03 1
+## 6796 6 icu 140 2.077475e+00 0.000000e+00 6.505682e+03 1
+## 6797 6 icu 141 1.593947e+00 0.000000e+00 4.991498e+03 1
+## 6798 6 icu 142 1.234700e+00 0.000000e+00 3.866506e+03 1
+## 6799 6 icu 143 9.679764e-01 0.000000e+00 3.031250e+03 1
+## 6800 6 icu 144 7.688607e-01 0.000000e+00 2.407713e+03 1
+## 6801 6 icu 145 6.188838e-01 0.000000e+00 1.938055e+03 1
+## 6802 6 icu 146 5.047193e-01 0.000000e+00 1.580546e+03 1
+## 6803 6 icu 147 4.168276e-01 0.000000e+00 1.305310e+03 1
+## 6804 6 icu 148 3.483746e-01 0.000000e+00 1.090947e+03 1
+## 6805 6 icu 149 2.944419e-01 0.000000e+00 9.220547e+02 1
+## 6806 6 icu 150 2.514674e-01 0.000000e+00 7.874784e+02 1
+## 6807 6 icu 151 2.168527e-01 0.000000e+00 6.790816e+02 1
+## 6808 6 icu 152 1.886892e-01 0.000000e+00 5.908865e+02 1
+## 6809 6 icu 153 1.655637e-01 0.000000e+00 5.184684e+02 1
+## 6810 6 icu 154 1.464226e-01 0.000000e+00 4.585272e+02 1
+## 6811 6 icu 155 1.304733e-01 0.000000e+00 4.085816e+02 1
+## 6812 6 icu 156 1.171154e-01 0.000000e+00 3.667507e+02 1
+## 6813 7 icu 105 7.588177e-02 0.000000e+00 2.191762e+02 1
+## 6814 7 icu 106 6.392876e-02 0.000000e+00 1.846512e+02 1
+## 6815 7 icu 107 5.555174e-02 0.000000e+00 1.604551e+02 1
+## 6816 7 icu 108 4.940421e-02 0.000000e+00 1.426987e+02 1
+## 6817 7 icu 109 4.497081e-02 0.000000e+00 1.298932e+02 1
+## 6818 7 icu 110 4.192376e-02 0.000000e+00 1.210922e+02 1
+## 6819 7 icu 111 4.005535e-02 0.000000e+00 1.156955e+02 1
+## 6820 7 icu 112 3.925239e-02 0.000000e+00 1.133762e+02 1
+## 6821 7 icu 113 3.948538e-02 0.000000e+00 1.140492e+02 1
+## 6822 7 icu 114 4.080866e-02 0.000000e+00 1.178714e+02 1
+## 6823 7 icu 115 4.337236e-02 0.000000e+00 1.252763e+02 1
+## 6824 7 icu 116 4.744869e-02 0.000000e+00 1.370503e+02 1
+## 6825 7 icu 117 5.347929e-02 0.000000e+00 1.544691e+02 1
+## 6826 7 icu 118 6.214001e-02 0.000000e+00 1.794846e+02 1
+## 6827 7 icu 119 7.447133e-02 0.000000e+00 2.151023e+02 1
+## 6828 7 icu 120 9.214793e-02 0.000000e+00 2.661592e+02 1
+## 6829 7 icu 121 1.177433e-01 0.000000e+00 3.400885e+02 1
+## 6830 7 icu 122 1.553268e-01 0.000000e+00 4.486445e+02 1
+## 6831 7 icu 123 2.114140e-01 0.000000e+00 6.106461e+02 1
+## 6832 7 icu 124 2.964947e-01 0.000000e+00 8.563924e+02 1
+## 6833 7 icu 125 4.274766e-01 0.000000e+00 1.234719e+03 1
+## 6834 7 icu 126 6.312710e-01 0.000000e+00 1.823357e+03 1
+## 6835 7 icu 127 9.491145e-01 0.000000e+00 2.741413e+03 1
+## 6836 7 icu 128 1.439185e+00 0.000000e+00 4.156927e+03 1
+## 6837 7 icu 129 2.169748e+00 0.000000e+00 6.267079e+03 1
+## 6838 7 icu 130 3.186679e+00 0.000000e+00 9.204374e+03 1
+## 6839 7 icu 131 4.439976e+00 0.000000e+00 1.282439e+04 1
+## 6840 7 icu 132 5.698152e+00 0.000000e+00 1.645849e+04 1
+## 6841 7 icu 133 6.569952e+00 0.000000e+00 1.897659e+04 1
+## 6842 7 icu 134 6.729017e+00 0.000000e+00 1.943603e+04 1
+## 6843 7 icu 135 6.165017e+00 0.000000e+00 1.780698e+04 1
+## 6844 7 icu 136 5.164295e+00 0.000000e+00 1.491650e+04 1
+## 6845 7 icu 137 4.068535e+00 0.000000e+00 1.175152e+04 1
+## 6846 7 icu 138 3.095563e+00 0.000000e+00 8.941194e+03 1
+## 6847 7 icu 139 2.321799e+00 0.000000e+00 6.706261e+03 1
+## 6848 7 icu 140 1.741074e+00 0.000000e+00 5.028902e+03 1
+## 6849 7 icu 141 1.315851e+00 0.000000e+00 3.800691e+03 1
+## 6850 7 icu 142 1.006061e+00 0.000000e+00 2.905897e+03 1
+## 6851 7 icu 143 7.796509e-01 0.000000e+00 2.251936e+03 1
+## 6852 7 icu 144 6.127850e-01 0.000000e+00 1.769962e+03 1
+## 6853 7 icu 145 4.884628e-01 0.000000e+00 1.410871e+03 1
+## 6854 7 icu 146 3.947348e-01 0.000000e+00 1.140148e+03 1
+## 6855 7 icu 147 3.232127e-01 0.000000e+00 9.335646e+02 1
+## 6856 7 icu 148 2.679777e-01 0.000000e+00 7.740241e+02 1
+## 6857 7 icu 149 2.248201e-01 0.000000e+00 6.493682e+02 1
+## 6858 7 icu 150 1.907190e-01 0.000000e+00 5.508710e+02 1
+## 6859 7 icu 151 1.634864e-01 0.000000e+00 4.722125e+02 1
+## 6860 7 icu 152 1.415227e-01 0.000000e+00 4.087729e+02 1
+## 6861 7 icu 153 1.236486e-01 0.000000e+00 3.571454e+02 1
+## 6862 7 icu 154 1.089866e-01 0.000000e+00 3.147959e+02 1
+## 6863 7 icu 155 9.687868e-02 0.000000e+00 2.798234e+02 1
+## 6864 7 icu 156 8.682698e-02 0.000000e+00 2.507902e+02 1
+## 6865 8 icu 105 5.948131e-02 0.000000e+00 1.885450e+02 1
+## 6866 8 icu 106 5.001307e-02 0.000000e+00 1.585324e+02 1
+## 6867 8 icu 107 4.340088e-02 0.000000e+00 1.375729e+02 1
+## 6868 8 icu 108 3.856932e-02 0.000000e+00 1.222578e+02 1
+## 6869 8 icu 109 3.510282e-02 0.000000e+00 1.112696e+02 1
+## 6870 8 icu 110 3.273770e-02 0.000000e+00 1.037726e+02 1
+## 6871 8 icu 111 3.130765e-02 0.000000e+00 9.923957e+01 1
+## 6872 8 icu 112 3.072292e-02 0.000000e+00 9.738611e+01 1
+## 6873 8 icu 113 3.096137e-02 0.000000e+00 9.814195e+01 1
+## 6874 8 icu 114 3.206864e-02 0.000000e+00 1.016518e+02 1
+## 6875 8 icu 115 3.416782e-02 0.000000e+00 1.083058e+02 1
+## 6876 8 icu 116 3.748109e-02 0.000000e+00 1.188083e+02 1
+## 6877 8 icu 117 4.236835e-02 0.000000e+00 1.343000e+02 1
+## 6878 8 icu 118 4.937860e-02 0.000000e+00 1.565212e+02 1
+## 6879 8 icu 119 5.935899e-02 0.000000e+00 1.881572e+02 1
+## 6880 8 icu 120 7.368231e-02 0.000000e+00 2.335596e+02 1
+## 6881 8 icu 121 9.445426e-02 0.000000e+00 2.994029e+02 1
+## 6882 8 icu 122 1.250107e-01 0.000000e+00 3.962612e+02 1
+## 6883 8 icu 123 1.707031e-01 0.000000e+00 5.410979e+02 1
+## 6884 8 icu 124 2.401665e-01 0.000000e+00 7.612844e+02 1
+## 6885 8 icu 125 3.473510e-01 0.000000e+00 1.101040e+03 1
+## 6886 8 icu 126 5.145175e-01 0.000000e+00 1.630927e+03 1
+## 6887 8 icu 127 7.758804e-01 0.000000e+00 2.459400e+03 1
+## 6888 8 icu 128 1.179902e+00 0.000000e+00 3.740077e+03 1
+## 6889 8 icu 129 1.783827e+00 0.000000e+00 5.654409e+03 1
+## 6890 8 icu 130 2.626966e+00 0.000000e+00 8.327006e+03 1
+## 6891 8 icu 131 3.669646e+00 0.000000e+00 1.163211e+04 1
+## 6892 8 icu 132 4.721162e+00 0.000000e+00 1.496523e+04 1
+## 6893 8 icu 133 5.455929e+00 0.000000e+00 1.729431e+04 1
+## 6894 8 icu 134 5.599263e+00 0.000000e+00 1.774865e+04 1
+## 6895 8 icu 135 5.138259e+00 0.000000e+00 1.628735e+04 1
+## 6896 8 icu 136 4.308972e+00 0.000000e+00 1.365866e+04 1
+## 6897 8 icu 137 3.396445e+00 0.000000e+00 1.076612e+04 1
+## 6898 8 icu 138 2.583949e+00 0.000000e+00 8.190650e+03 1
+## 6899 8 icu 139 1.936763e+00 0.000000e+00 6.139187e+03 1
+## 6900 8 icu 140 1.450728e+00 0.000000e+00 4.598546e+03 1
+## 6901 8 icu 141 1.094735e+00 0.000000e+00 3.470113e+03 1
+## 6902 8 icu 142 8.353399e-01 0.000000e+00 2.647876e+03 1
+## 6903 8 icu 143 6.457984e-01 0.000000e+00 2.047064e+03 1
+## 6904 8 icu 144 5.061641e-01 0.000000e+00 1.604449e+03 1
+## 6905 8 icu 145 4.021904e-01 0.000000e+00 1.274871e+03 1
+## 6906 8 icu 146 3.238598e-01 0.000000e+00 1.026577e+03 1
+## 6907 8 icu 147 2.641408e-01 0.000000e+00 8.372786e+02 1
+## 6908 8 icu 148 2.180743e-01 0.000000e+00 6.912560e+02 1
+## 6909 8 icu 149 1.821344e-01 0.000000e+00 5.773331e+02 1
+## 6910 8 icu 150 1.537915e-01 0.000000e+00 4.874913e+02 1
+## 6911 8 icu 151 1.312131e-01 0.000000e+00 4.159219e+02 1
+## 6912 8 icu 152 1.130590e-01 0.000000e+00 3.583764e+02 1
+## 6913 8 icu 153 9.833942e-02 0.000000e+00 3.117182e+02 1
+## 6914 8 icu 154 8.631712e-02 0.000000e+00 2.736097e+02 1
+## 6915 8 icu 155 7.643760e-02 0.000000e+00 2.422933e+02 1
+## 6916 8 icu 156 6.828031e-02 0.000000e+00 2.164362e+02 1
+## 6917 9 icu 105 4.386184e-02 0.000000e+00 1.340707e+02 1
+## 6918 9 icu 106 3.676410e-02 0.000000e+00 1.123754e+02 1
+## 6919 9 icu 107 3.181452e-02 0.000000e+00 9.724617e+01 1
+## 6920 9 icu 108 2.820480e-02 0.000000e+00 8.621249e+01 1
+## 6921 9 icu 109 2.561903e-02 0.000000e+00 7.830867e+01 1
+## 6922 9 icu 110 2.385644e-02 0.000000e+00 7.292103e+01 1
+## 6923 9 icu 111 2.279019e-02 0.000000e+00 6.966187e+01 1
+## 6924 9 icu 112 2.235136e-02 0.000000e+00 6.832050e+01 1
+## 6925 9 icu 113 2.252188e-02 0.000000e+00 6.884173e+01 1
+## 6926 9 icu 114 2.333451e-02 0.000000e+00 7.132567e+01 1
+## 6927 9 icu 115 2.487987e-02 0.000000e+00 7.604930e+01 1
+## 6928 9 icu 116 2.732247e-02 0.000000e+00 8.351550e+01 1
+## 6929 9 icu 117 3.092959e-02 0.000000e+00 9.454124e+01 1
+## 6930 9 icu 118 3.610704e-02 0.000000e+00 1.103669e+02 1
+## 6931 9 icu 119 4.348163e-02 0.000000e+00 1.329086e+02 1
+## 6932 9 icu 120 5.408366e-02 0.000000e+00 1.653154e+02 1
+## 6933 9 icu 121 6.948813e-02 0.000000e+00 2.124016e+02 1
+## 6934 9 icu 122 9.219448e-02 0.000000e+00 2.818072e+02 1
+## 6935 9 icu 123 1.262210e-01 0.000000e+00 3.858146e+02 1
+## 6936 9 icu 124 1.780662e-01 0.000000e+00 5.442879e+02 1
+## 6937 9 icu 125 2.582551e-01 0.000000e+00 7.893981e+02 1
+## 6938 9 icu 126 3.836300e-01 0.000000e+00 1.172626e+03 1
+## 6939 9 icu 127 5.801646e-01 0.000000e+00 1.773366e+03 1
+## 6940 9 icu 128 8.848161e-01 0.000000e+00 2.704582e+03 1
+## 6941 9 icu 129 1.341571e+00 0.000000e+00 4.100725e+03 1
+## 6942 9 icu 130 1.981398e+00 0.000000e+00 6.056460e+03 1
+## 6943 9 icu 131 2.775871e+00 0.000000e+00 8.484893e+03 1
+## 6944 9 icu 132 3.581589e+00 0.000000e+00 1.094770e+04 1
+## 6945 9 icu 133 4.150701e+00 0.000000e+00 1.268728e+04 1
+## 6946 9 icu 134 4.271154e+00 0.000000e+00 1.305547e+04 1
+## 6947 9 icu 135 3.928925e+00 0.000000e+00 1.200939e+04 1
+## 6948 9 icu 136 3.301413e+00 0.000000e+00 1.009130e+04 1
+## 6949 9 icu 137 2.606160e+00 0.000000e+00 7.966147e+03 1
+## 6950 9 icu 138 1.984619e+00 0.000000e+00 6.066307e+03 1
+## 6951 9 icu 139 1.488214e+00 0.000000e+00 4.548966e+03 1
+## 6952 9 icu 140 1.114911e+00 0.000000e+00 3.407905e+03 1
+## 6953 9 icu 141 8.412336e-01 0.000000e+00 2.571365e+03 1
+## 6954 9 icu 142 6.416048e-01 0.000000e+00 1.961168e+03 1
+## 6955 9 icu 143 4.956352e-01 0.000000e+00 1.514988e+03 1
+## 6956 9 icu 144 3.880523e-01 0.000000e+00 1.186144e+03 1
+## 6957 9 icu 145 3.079193e-01 0.000000e+00 9.412048e+02 1
+## 6958 9 icu 146 2.475346e-01 0.000000e+00 7.566293e+02 1
+## 6959 9 icu 147 2.014880e-01 0.000000e+00 6.158805e+02 1
+## 6960 9 icu 148 1.659625e-01 0.000000e+00 5.072908e+02 1
+## 6961 9 icu 149 1.382441e-01 0.000000e+00 4.225651e+02 1
+## 6962 9 icu 150 1.163859e-01 0.000000e+00 3.557521e+02 1
+## 6963 9 icu 151 9.897764e-02 0.000000e+00 3.025410e+02 1
+## 6964 9 icu 152 8.498769e-02 0.000000e+00 2.597785e+02 1
+## 6965 9 icu 153 7.365413e-02 0.000000e+00 2.251356e+02 1
+## 6966 9 icu 154 6.440872e-02 0.000000e+00 1.968756e+02 1
+## 6967 9 icu 155 5.682364e-02 0.000000e+00 1.736906e+02 1
+## 6968 9 icu 156 5.057382e-02 0.000000e+00 1.545870e+02 1
+## 6969 10 icu 105 3.462490e-02 0.000000e+00 1.153580e+02 1
+## 6970 10 icu 106 2.893335e-02 0.000000e+00 9.639578e+01 1
+## 6971 10 icu 107 2.496316e-02 0.000000e+00 8.316849e+01 1
+## 6972 10 icu 108 2.206699e-02 0.000000e+00 7.351947e+01 1
+## 6973 10 icu 109 1.998945e-02 0.000000e+00 6.659783e+01 1
+## 6974 10 icu 110 1.856769e-02 0.000000e+00 6.186102e+01 1
+## 6975 10 icu 111 1.769828e-02 0.000000e+00 5.896445e+01 1
+## 6976 10 icu 112 1.732413e-02 0.000000e+00 5.771794e+01 1
+## 6977 10 icu 113 1.742865e-02 0.000000e+00 5.806614e+01 1
+## 6978 10 icu 114 1.803536e-02 0.000000e+00 6.008751e+01 1
+## 6979 10 icu 115 1.921329e-02 0.000000e+00 6.401194e+01 1
+## 6980 10 icu 116 2.108930e-02 0.000000e+00 7.026215e+01 1
+## 6981 10 icu 117 2.387062e-02 0.000000e+00 7.952853e+01 1
+## 6982 10 icu 118 2.788276e-02 0.000000e+00 9.289557e+01 1
+## 6983 10 icu 119 3.363162e-02 0.000000e+00 1.120488e+02 1
+## 6984 10 icu 120 4.190509e-02 0.000000e+00 1.396131e+02 1
+## 6985 10 icu 121 5.394062e-02 0.000000e+00 1.797112e+02 1
+## 6986 10 icu 122 7.170772e-02 0.000000e+00 2.389050e+02 1
+## 6987 10 icu 123 9.837875e-02 0.000000e+00 3.277635e+02 1
+## 6988 10 icu 124 1.390952e-01 0.000000e+00 4.634163e+02 1
+## 6989 10 icu 125 2.022037e-01 0.000000e+00 6.736717e+02 1
+## 6990 10 icu 126 3.010976e-01 0.000000e+00 1.003152e+03 1
+## 6991 10 icu 127 4.565023e-01 0.000000e+00 1.520906e+03 1
+## 6992 10 icu 128 6.980435e-01 0.000000e+00 2.325636e+03 1
+## 6993 10 icu 129 1.061262e+00 0.000000e+00 3.535754e+03 1
+## 6994 10 icu 130 1.571833e+00 0.000000e+00 5.236796e+03 1
+## 6995 10 icu 131 2.208559e+00 0.000000e+00 7.358144e+03 1
+## 6996 10 icu 132 2.858304e+00 0.000000e+00 9.522869e+03 1
+## 6997 10 icu 133 3.322831e+00 0.000000e+00 1.107051e+04 1
+## 6998 10 icu 134 3.429874e+00 0.000000e+00 1.142714e+04 1
+## 6999 10 icu 135 3.164353e+00 0.000000e+00 1.054252e+04 1
+## 7000 10 icu 136 2.665965e+00 0.000000e+00 8.882060e+03 1
+## 7001 10 icu 137 2.109161e+00 0.000000e+00 7.026986e+03 1
+## 7002 10 icu 138 1.608880e+00 0.000000e+00 5.360223e+03 1
+## 7003 10 icu 139 1.207919e+00 0.000000e+00 4.024361e+03 1
+## 7004 10 icu 140 9.050854e-01 0.000000e+00 3.015427e+03 1
+## 7005 10 icu 141 6.824839e-01 0.000000e+00 2.273797e+03 1
+## 7006 10 icu 142 5.201889e-01 0.000000e+00 1.733087e+03 1
+## 7007 10 icu 143 4.015733e-01 0.000000e+00 1.337902e+03 1
+## 7008 10 icu 144 3.141858e-01 0.000000e+00 1.046757e+03 1
+## 7009 10 icu 145 2.491153e-01 0.000000e+00 8.299648e+02 1
+## 7010 10 icu 146 2.000900e-01 0.000000e+00 6.666299e+02 1
+## 7011 10 icu 147 1.627075e-01 0.000000e+00 5.420844e+02 1
+## 7012 10 icu 148 1.338639e-01 0.000000e+00 4.459875e+02 1
+## 7013 10 icu 149 1.113543e-01 0.000000e+00 3.709935e+02 1
+## 7014 10 icu 150 9.359825e-02 0.000000e+00 3.118366e+02 1
+## 7015 10 icu 151 7.945175e-02 0.000000e+00 2.647054e+02 1
+## 7016 10 icu 152 6.807863e-02 0.000000e+00 2.268141e+02 1
+## 7017 10 icu 153 5.886164e-02 0.000000e+00 1.961064e+02 1
+## 7018 10 icu 154 5.134060e-02 0.000000e+00 1.710489e+02 1
+## 7019 10 icu 155 4.516902e-02 0.000000e+00 1.504874e+02 1
+## 7020 10 icu 156 4.008352e-02 0.000000e+00 1.335442e+02 1
+## 7021 11 icu 105 2.667551e-02 0.000000e+00 7.509102e+01 1
+## 7022 11 icu 106 2.224164e-02 0.000000e+00 6.260977e+01 1
+## 7023 11 icu 107 1.914503e-02 0.000000e+00 5.389289e+01 1
+## 7024 11 icu 108 1.688287e-02 0.000000e+00 4.752494e+01 1
+## 7025 11 icu 109 1.525554e-02 0.000000e+00 4.294405e+01 1
+## 7026 11 icu 110 1.413536e-02 0.000000e+00 3.979075e+01 1
+## 7027 11 icu 111 1.344070e-02 0.000000e+00 3.783531e+01 1
+## 7028 11 icu 112 1.312578e-02 0.000000e+00 3.694882e+01 1
+## 7029 11 icu 113 1.317592e-02 0.000000e+00 3.708994e+01 1
+## 7030 11 icu 114 1.360705e-02 0.000000e+00 3.830358e+01 1
+## 7031 11 icu 115 1.446963e-02 0.000000e+00 4.073171e+01 1
+## 7032 11 icu 116 1.585775e-02 0.000000e+00 4.463925e+01 1
+## 7033 11 icu 117 1.792604e-02 0.000000e+00 5.046144e+01 1
+## 7034 11 icu 118 2.091810e-02 0.000000e+00 5.888402e+01 1
+## 7035 11 icu 119 2.521338e-02 0.000000e+00 7.097518e+01 1
+## 7036 11 icu 120 3.140361e-02 0.000000e+00 8.840055e+01 1
+## 7037 11 icu 121 4.041931e-02 0.000000e+00 1.137796e+02 1
+## 7038 11 icu 122 5.374354e-02 0.000000e+00 1.512870e+02 1
+## 7039 11 icu 123 7.376856e-02 0.000000e+00 2.076570e+02 1
+## 7040 11 icu 124 1.043779e-01 0.000000e+00 2.938216e+02 1
+## 7041 11 icu 125 1.518877e-01 0.000000e+00 4.275608e+02 1
+## 7042 11 icu 126 2.264556e-01 0.000000e+00 6.374681e+02 1
+## 7043 11 icu 127 3.438441e-01 0.000000e+00 9.679144e+02 1
+## 7044 11 icu 128 5.266750e-01 0.000000e+00 1.482580e+03 1
+## 7045 11 icu 129 8.022776e-01 0.000000e+00 2.258396e+03 1
+## 7046 11 icu 130 1.190846e+00 0.000000e+00 3.352208e+03 1
+## 7047 11 icu 131 1.677328e+00 0.000000e+00 4.721645e+03 1
+## 7048 11 icu 132 2.176666e+00 0.000000e+00 6.127273e+03 1
+## 7049 11 icu 133 2.537855e+00 0.000000e+00 7.144012e+03 1
+## 7050 11 icu 134 2.627688e+00 0.000000e+00 7.396890e+03 1
+## 7051 11 icu 135 2.431730e+00 0.000000e+00 6.845271e+03 1
+## 7052 11 icu 136 2.054663e+00 0.000000e+00 5.783836e+03 1
+## 7053 11 icu 137 1.629690e+00 0.000000e+00 4.587546e+03 1
+## 7054 11 icu 138 1.245774e+00 0.000000e+00 3.506829e+03 1
+## 7055 11 icu 139 9.368630e-01 0.000000e+00 2.637251e+03 1
+## 7056 11 icu 140 7.028645e-01 0.000000e+00 1.978550e+03 1
+## 7057 11 icu 141 5.304820e-01 0.000000e+00 1.493296e+03 1
+## 7058 11 icu 142 4.045990e-01 0.000000e+00 1.138938e+03 1
+## 7059 11 icu 143 3.124885e-01 0.000000e+00 8.796490e+02 1
+## 7060 11 icu 144 2.445691e-01 0.000000e+00 6.884572e+02 1
+## 7061 11 icu 145 1.939602e-01 0.000000e+00 5.459940e+02 1
+## 7062 11 icu 146 1.558077e-01 0.000000e+00 4.385956e+02 1
+## 7063 11 icu 147 1.266992e-01 0.000000e+00 3.566556e+02 1
+## 7064 11 icu 148 1.042263e-01 0.000000e+00 2.933949e+02 1
+## 7065 11 icu 149 8.667712e-02 0.000000e+00 2.439944e+02 1
+## 7066 11 icu 150 7.282412e-02 0.000000e+00 2.049985e+02 1
+## 7067 11 icu 151 6.177857e-02 0.000000e+00 1.739055e+02 1
+## 7068 11 icu 152 5.289086e-02 0.000000e+00 1.488867e+02 1
+## 7069 11 icu 153 4.568142e-02 0.000000e+00 1.285923e+02 1
+## 7070 11 icu 154 3.979276e-02 0.000000e+00 1.120158e+02 1
+## 7071 11 icu 155 3.495567e-02 0.000000e+00 9.839952e+01 1
+## 7072 11 icu 156 3.096548e-02 0.000000e+00 8.716722e+01 1
+## 7073 12 icu 105 2.508813e-02 0.000000e+00 6.783689e+01 1
+## 7074 12 icu 106 2.089263e-02 0.000000e+00 5.649251e+01 1
+## 7075 12 icu 107 1.795865e-02 0.000000e+00 4.855919e+01 1
+## 7076 12 icu 108 1.581170e-02 0.000000e+00 4.275396e+01 1
+## 7077 12 icu 109 1.426287e-02 0.000000e+00 3.856601e+01 1
+## 7078 12 icu 110 1.319095e-02 0.000000e+00 3.566758e+01 1
+## 7079 12 icu 111 1.251805e-02 0.000000e+00 3.384811e+01 1
+## 7080 12 icu 112 1.219990e-02 0.000000e+00 3.298785e+01 1
+## 7081 12 icu 113 1.222123e-02 0.000000e+00 3.304552e+01 1
+## 7082 12 icu 114 1.259518e-02 0.000000e+00 3.405667e+01 1
+## 7083 12 icu 115 1.336669e-02 0.000000e+00 3.614278e+01 1
+## 7084 12 icu 116 1.462078e-02 0.000000e+00 3.953378e+01 1
+## 7085 12 icu 117 1.649785e-02 0.000000e+00 4.460926e+01 1
+## 7086 12 icu 118 1.921961e-02 0.000000e+00 5.196876e+01 1
+## 7087 12 icu 119 2.313188e-02 0.000000e+00 6.254731e+01 1
+## 7088 12 icu 120 2.877435e-02 0.000000e+00 7.780422e+01 1
+## 7089 12 icu 121 3.699628e-02 0.000000e+00 1.000359e+02 1
+## 7090 12 icu 122 4.915212e-02 0.000000e+00 1.329046e+02 1
+## 7091 12 icu 123 6.742829e-02 0.000000e+00 1.823223e+02 1
+## 7092 12 icu 124 9.537731e-02 0.000000e+00 2.578949e+02 1
+## 7093 12 icu 125 1.387835e-01 0.000000e+00 3.752627e+02 1
+## 7094 12 icu 126 2.069624e-01 0.000000e+00 5.596146e+02 1
+## 7095 12 icu 127 3.143980e-01 0.000000e+00 8.501146e+02 1
+## 7096 12 icu 128 4.819391e-01 0.000000e+00 1.303136e+03 1
+## 7097 12 icu 129 7.349109e-01 0.000000e+00 1.987158e+03 1
+## 7098 12 icu 130 1.092365e+00 0.000000e+00 2.953694e+03 1
+## 7099 12 icu 131 1.541305e+00 0.000000e+00 4.167603e+03 1
+## 7100 12 icu 132 2.004411e+00 0.000000e+00 5.419816e+03 1
+## 7101 12 icu 133 2.342855e+00 0.000000e+00 6.334949e+03 1
+## 7102 12 icu 134 2.432540e+00 0.000000e+00 6.577451e+03 1
+## 7103 12 icu 135 2.257706e+00 0.000000e+00 6.104710e+03 1
+## 7104 12 icu 136 1.913085e+00 0.000000e+00 5.172874e+03 1
+## 7105 12 icu 137 1.521378e+00 0.000000e+00 4.113721e+03 1
+## 7106 12 icu 138 1.165606e+00 0.000000e+00 3.151734e+03 1
+## 7107 12 icu 139 8.781930e-01 0.000000e+00 2.374585e+03 1
+## 7108 12 icu 140 6.598066e-01 0.000000e+00 1.784080e+03 1
+## 7109 12 icu 141 4.985457e-01 0.000000e+00 1.348040e+03 1
+## 7110 12 icu 142 3.805754e-01 0.000000e+00 1.029055e+03 1
+## 7111 12 icu 143 2.941409e-01 0.000000e+00 7.953405e+02 1
+## 7112 12 icu 144 2.303437e-01 0.000000e+00 6.228364e+02 1
+## 7113 12 icu 145 1.827696e-01 0.000000e+00 4.941988e+02 1
+## 7114 12 icu 146 1.468822e-01 0.000000e+00 3.971612e+02 1
+## 7115 12 icu 147 1.194860e-01 0.000000e+00 3.230836e+02 1
+## 7116 12 icu 148 9.832336e-02 0.000000e+00 2.658609e+02 1
+## 7117 12 icu 149 8.178777e-02 0.000000e+00 2.211495e+02 1
+## 7118 12 icu 150 6.872663e-02 0.000000e+00 1.858330e+02 1
+## 7119 12 icu 151 5.830519e-02 0.000000e+00 1.576540e+02 1
+## 7120 12 icu 152 4.991310e-02 0.000000e+00 1.349622e+02 1
+## 7121 12 icu 153 4.309975e-02 0.000000e+00 1.165393e+02 1
+## 7122 12 icu 154 3.752918e-02 0.000000e+00 1.014768e+02 1
+## 7123 12 icu 155 3.294843e-02 0.000000e+00 8.909069e+01 1
+## 7124 12 icu 156 2.916511e-02 0.000000e+00 7.886083e+01 1
+## 7125 13 icu 105 2.006707e-01 0.000000e+00 7.245677e+02 1
+## 7126 13 icu 106 1.706521e-01 0.000000e+00 6.161788e+02 1
+## 7127 13 icu 107 1.495834e-01 0.000000e+00 5.401055e+02 1
+## 7128 13 icu 108 1.340650e-01 0.000000e+00 4.840726e+02 1
+## 7129 13 icu 109 1.229070e-01 0.000000e+00 4.437840e+02 1
+## 7130 13 icu 110 1.153557e-01 0.000000e+00 4.165183e+02 1
+## 7131 13 icu 111 1.109394e-01 0.000000e+00 4.005724e+02 1
+## 7132 13 icu 112 1.094228e-01 0.000000e+00 3.950962e+02 1
+## 7133 13 icu 113 1.107917e-01 0.000000e+00 4.000388e+02 1
+## 7134 13 icu 114 1.152655e-01 0.000000e+00 4.161925e+02 1
+## 7135 13 icu 115 1.233408e-01 0.000000e+00 4.453505e+02 1
+## 7136 13 icu 116 1.358784e-01 0.000000e+00 4.906203e+02 1
+## 7137 13 icu 117 1.542528e-01 0.000000e+00 5.569654e+02 1
+## 7138 13 icu 118 1.806005e-01 0.000000e+00 6.520996e+02 1
+## 7139 13 icu 119 2.182146e-01 0.000000e+00 7.879141e+02 1
+## 7140 13 icu 120 2.722014e-01 0.000000e+00 9.828458e+02 1
+## 7141 13 icu 121 3.505424e-01 0.000000e+00 1.265714e+03 1
+## 7142 13 icu 122 4.658791e-01 0.000000e+00 1.682164e+03 1
+## 7143 13 icu 123 6.383592e-01 0.000000e+00 2.304943e+03 1
+## 7144 13 icu 124 9.001130e-01 0.000000e+00 3.250065e+03 1
+## 7145 13 icu 125 1.302065e+00 0.000000e+00 4.701406e+03 1
+## 7146 13 icu 126 1.922413e+00 0.000000e+00 6.941316e+03 1
+## 7147 13 icu 127 2.873062e+00 0.000000e+00 1.037385e+04 1
+## 7148 13 icu 128 4.290788e+00 0.000000e+00 1.549288e+04 1
+## 7149 13 icu 129 6.281670e+00 0.000000e+00 2.268142e+04 1
+## 7150 13 icu 130 8.776434e+00 0.000000e+00 3.168934e+04 1
+## 7151 13 icu 131 1.132073e+01 0.000000e+00 4.087609e+04 1
+## 7152 13 icu 132 1.304283e+01 0.000000e+00 4.709415e+04 1
+## 7153 13 icu 133 1.314231e+01 0.000000e+00 4.745332e+04 1
+## 7154 13 icu 134 1.161572e+01 0.000000e+00 4.194124e+04 1
+## 7155 13 icu 135 9.271488e+00 0.000000e+00 3.347684e+04 1
+## 7156 13 icu 136 6.985025e+00 0.000000e+00 2.522104e+04 1
+## 7157 13 icu 137 5.179962e+00 0.000000e+00 1.870344e+04 1
+## 7158 13 icu 138 3.887240e+00 0.000000e+00 1.403578e+04 1
+## 7159 13 icu 139 2.986559e+00 0.000000e+00 1.078366e+04 1
+## 7160 13 icu 140 2.351411e+00 0.000000e+00 8.490310e+03 1
+## 7161 13 icu 141 1.890547e+00 0.000000e+00 6.826256e+03 1
+## 7162 13 icu 142 1.545676e+00 0.000000e+00 5.581020e+03 1
+## 7163 13 icu 143 1.280728e+00 0.000000e+00 4.624364e+03 1
+## 7164 13 icu 144 1.072966e+00 0.000000e+00 3.874192e+03 1
+## 7165 13 icu 145 9.074700e-01 0.000000e+00 3.276630e+03 1
+## 7166 13 icu 146 7.740032e-01 0.000000e+00 2.794717e+03 1
+## 7167 13 icu 147 6.652677e-01 0.000000e+00 2.402102e+03 1
+## 7168 13 icu 148 5.759025e-01 0.000000e+00 2.079429e+03 1
+## 7169 13 icu 149 5.018843e-01 0.000000e+00 1.812169e+03 1
+## 7170 13 icu 150 4.401486e-01 0.000000e+00 1.589258e+03 1
+## 7171 13 icu 151 3.883364e-01 0.000000e+00 1.402178e+03 1
+## 7172 13 icu 152 3.446176e-01 0.000000e+00 1.244321e+03 1
+## 7173 13 icu 153 3.075627e-01 0.000000e+00 1.110526e+03 1
+## 7174 13 icu 154 2.760487e-01 0.000000e+00 9.967375e+02 1
+## 7175 13 icu 155 2.491879e-01 0.000000e+00 8.997502e+02 1
+## 7176 13 icu 156 2.262737e-01 0.000000e+00 8.170133e+02 1
+## 7177 14 icu 105 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7178 14 icu 106 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7179 14 icu 107 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7180 14 icu 108 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7181 14 icu 109 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7182 14 icu 110 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7183 14 icu 111 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7184 14 icu 112 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7185 14 icu 113 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7186 14 icu 114 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7187 14 icu 115 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7188 14 icu 116 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7189 14 icu 117 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7190 14 icu 118 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7191 14 icu 119 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7192 14 icu 120 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7193 14 icu 121 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7194 14 icu 122 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7195 14 icu 123 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7196 14 icu 124 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7197 14 icu 125 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7198 14 icu 126 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7199 14 icu 127 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7200 14 icu 128 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7201 14 icu 129 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7202 14 icu 130 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7203 14 icu 131 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7204 14 icu 132 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7205 14 icu 133 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7206 14 icu 134 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7207 14 icu 135 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7208 14 icu 136 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7209 14 icu 137 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7210 14 icu 138 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7211 14 icu 139 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7212 14 icu 140 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7213 14 icu 141 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7214 14 icu 142 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7215 14 icu 143 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7216 14 icu 144 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7217 14 icu 145 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7218 14 icu 146 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7219 14 icu 147 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7220 14 icu 148 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7221 14 icu 149 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7222 14 icu 150 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7223 14 icu 151 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7224 14 icu 152 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7225 14 icu 153 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7226 14 icu 154 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7227 14 icu 155 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7228 14 icu 156 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7229 15 icu 105 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7230 15 icu 106 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7231 15 icu 107 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7232 15 icu 108 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7233 15 icu 109 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7234 15 icu 110 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7235 15 icu 111 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7236 15 icu 112 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7237 15 icu 113 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7238 15 icu 114 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7239 15 icu 115 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7240 15 icu 116 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7241 15 icu 117 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7242 15 icu 118 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7243 15 icu 119 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7244 15 icu 120 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7245 15 icu 121 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7246 15 icu 122 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7247 15 icu 123 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7248 15 icu 124 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7249 15 icu 125 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7250 15 icu 126 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7251 15 icu 127 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7252 15 icu 128 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7253 15 icu 129 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7254 15 icu 130 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7255 15 icu 131 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7256 15 icu 132 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7257 15 icu 133 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7258 15 icu 134 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7259 15 icu 135 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7260 15 icu 136 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7261 15 icu 137 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7262 15 icu 138 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7263 15 icu 139 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7264 15 icu 140 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7265 15 icu 141 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7266 15 icu 142 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7267 15 icu 143 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7268 15 icu 144 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7269 15 icu 145 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7270 15 icu 146 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7271 15 icu 147 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7272 15 icu 148 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7273 15 icu 149 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7274 15 icu 150 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7275 15 icu 151 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7276 15 icu 152 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7277 15 icu 153 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7278 15 icu 154 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7279 15 icu 155 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7280 15 icu 156 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7281 16 icu 105 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7282 16 icu 106 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7283 16 icu 107 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7284 16 icu 108 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7285 16 icu 109 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7286 16 icu 110 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7287 16 icu 111 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7288 16 icu 112 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7289 16 icu 113 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7290 16 icu 114 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7291 16 icu 115 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7292 16 icu 116 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7293 16 icu 117 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7294 16 icu 118 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7295 16 icu 119 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7296 16 icu 120 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7297 16 icu 121 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7298 16 icu 122 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7299 16 icu 123 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7300 16 icu 124 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7301 16 icu 125 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7302 16 icu 126 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7303 16 icu 127 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7304 16 icu 128 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7305 16 icu 129 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7306 16 icu 130 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7307 16 icu 131 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7308 16 icu 132 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7309 16 icu 133 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7310 16 icu 134 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7311 16 icu 135 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7312 16 icu 136 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7313 16 icu 137 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7314 16 icu 138 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7315 16 icu 139 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7316 16 icu 140 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7317 16 icu 141 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7318 16 icu 142 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7319 16 icu 143 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7320 16 icu 144 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7321 16 icu 145 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7322 16 icu 146 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7323 16 icu 147 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7324 16 icu 148 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7325 16 icu 149 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7326 16 icu 150 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7327 16 icu 151 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7328 16 icu 152 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7329 16 icu 153 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7330 16 icu 154 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7331 16 icu 155 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7332 16 icu 156 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7333 17 icu 105 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7334 17 icu 106 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7335 17 icu 107 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7336 17 icu 108 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7337 17 icu 109 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7338 17 icu 110 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7339 17 icu 111 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7340 17 icu 112 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7341 17 icu 113 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7342 17 icu 114 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7343 17 icu 115 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7344 17 icu 116 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7345 17 icu 117 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7346 17 icu 118 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7347 17 icu 119 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7348 17 icu 120 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7349 17 icu 121 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7350 17 icu 122 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7351 17 icu 123 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7352 17 icu 124 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7353 17 icu 125 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7354 17 icu 126 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7355 17 icu 127 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7356 17 icu 128 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7357 17 icu 129 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7358 17 icu 130 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7359 17 icu 131 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7360 17 icu 132 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7361 17 icu 133 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7362 17 icu 134 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7363 17 icu 135 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7364 17 icu 136 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7365 17 icu 137 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7366 17 icu 138 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7367 17 icu 139 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7368 17 icu 140 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7369 17 icu 141 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7370 17 icu 142 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7371 17 icu 143 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7372 17 icu 144 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7373 17 icu 145 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7374 17 icu 146 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7375 17 icu 147 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7376 17 icu 148 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7377 17 icu 149 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7378 17 icu 150 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7379 17 icu 151 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7380 17 icu 152 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7381 17 icu 153 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7382 17 icu 154 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7383 17 icu 155 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7384 17 icu 156 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7385 18 icu 105 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7386 18 icu 106 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7387 18 icu 107 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7388 18 icu 108 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7389 18 icu 109 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7390 18 icu 110 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7391 18 icu 111 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7392 18 icu 112 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7393 18 icu 113 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7394 18 icu 114 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7395 18 icu 115 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7396 18 icu 116 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7397 18 icu 117 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7398 18 icu 118 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7399 18 icu 119 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7400 18 icu 120 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7401 18 icu 121 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7402 18 icu 122 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7403 18 icu 123 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7404 18 icu 124 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7405 18 icu 125 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7406 18 icu 126 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7407 18 icu 127 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7408 18 icu 128 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7409 18 icu 129 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7410 18 icu 130 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7411 18 icu 131 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7412 18 icu 132 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7413 18 icu 133 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7414 18 icu 134 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7415 18 icu 135 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7416 18 icu 136 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7417 18 icu 137 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7418 18 icu 138 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7419 18 icu 139 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7420 18 icu 140 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7421 18 icu 141 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7422 18 icu 142 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7423 18 icu 143 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7424 18 icu 144 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7425 18 icu 145 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7426 18 icu 146 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7427 18 icu 147 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7428 18 icu 148 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7429 18 icu 149 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7430 18 icu 150 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7431 18 icu 151 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7432 18 icu 152 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7433 18 icu 153 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7434 18 icu 154 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7435 18 icu 155 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7436 18 icu 156 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7437 19 icu 105 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7438 19 icu 106 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7439 19 icu 107 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7440 19 icu 108 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7441 19 icu 109 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7442 19 icu 110 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7443 19 icu 111 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7444 19 icu 112 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7445 19 icu 113 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7446 19 icu 114 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7447 19 icu 115 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7448 19 icu 116 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7449 19 icu 117 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7450 19 icu 118 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7451 19 icu 119 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7452 19 icu 120 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7453 19 icu 121 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7454 19 icu 122 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7455 19 icu 123 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7456 19 icu 124 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7457 19 icu 125 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7458 19 icu 126 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7459 19 icu 127 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7460 19 icu 128 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7461 19 icu 129 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7462 19 icu 130 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7463 19 icu 131 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7464 19 icu 132 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7465 19 icu 133 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7466 19 icu 134 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7467 19 icu 135 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7468 19 icu 136 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7469 19 icu 137 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7470 19 icu 138 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7471 19 icu 139 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7472 19 icu 140 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7473 19 icu 141 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7474 19 icu 142 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7475 19 icu 143 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7476 19 icu 144 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7477 19 icu 145 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7478 19 icu 146 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7479 19 icu 147 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7480 19 icu 148 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7481 19 icu 149 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7482 19 icu 150 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7483 19 icu 151 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7484 19 icu 152 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7485 19 icu 153 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7486 19 icu 154 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7487 19 icu 155 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7488 19 icu 156 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7489 20 icu 105 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7490 20 icu 106 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7491 20 icu 107 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7492 20 icu 108 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7493 20 icu 109 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7494 20 icu 110 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7495 20 icu 111 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7496 20 icu 112 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7497 20 icu 113 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7498 20 icu 114 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7499 20 icu 115 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7500 20 icu 116 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7501 20 icu 117 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7502 20 icu 118 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7503 20 icu 119 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7504 20 icu 120 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7505 20 icu 121 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7506 20 icu 122 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7507 20 icu 123 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7508 20 icu 124 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7509 20 icu 125 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7510 20 icu 126 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7511 20 icu 127 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7512 20 icu 128 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7513 20 icu 129 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7514 20 icu 130 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7515 20 icu 131 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7516 20 icu 132 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7517 20 icu 133 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7518 20 icu 134 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7519 20 icu 135 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7520 20 icu 136 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7521 20 icu 137 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7522 20 icu 138 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7523 20 icu 139 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7524 20 icu 140 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7525 20 icu 141 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7526 20 icu 142 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7527 20 icu 143 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7528 20 icu 144 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7529 20 icu 145 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7530 20 icu 146 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7531 20 icu 147 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7532 20 icu 148 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7533 20 icu 149 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7534 20 icu 150 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7535 20 icu 151 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7536 20 icu 152 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7537 20 icu 153 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7538 20 icu 154 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7539 20 icu 155 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7540 20 icu 156 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7541 21 icu 105 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7542 21 icu 106 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7543 21 icu 107 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7544 21 icu 108 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7545 21 icu 109 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7546 21 icu 110 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7547 21 icu 111 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7548 21 icu 112 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7549 21 icu 113 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7550 21 icu 114 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7551 21 icu 115 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7552 21 icu 116 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7553 21 icu 117 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7554 21 icu 118 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7555 21 icu 119 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7556 21 icu 120 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7557 21 icu 121 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7558 21 icu 122 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7559 21 icu 123 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7560 21 icu 124 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7561 21 icu 125 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7562 21 icu 126 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7563 21 icu 127 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7564 21 icu 128 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7565 21 icu 129 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7566 21 icu 130 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7567 21 icu 131 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7568 21 icu 132 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7569 21 icu 133 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7570 21 icu 134 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7571 21 icu 135 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7572 21 icu 136 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7573 21 icu 137 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7574 21 icu 138 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7575 21 icu 139 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7576 21 icu 140 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7577 21 icu 141 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7578 21 icu 142 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7579 21 icu 143 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7580 21 icu 144 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7581 21 icu 145 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7582 21 icu 146 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7583 21 icu 147 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7584 21 icu 148 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7585 21 icu 149 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7586 21 icu 150 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7587 21 icu 151 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7588 21 icu 152 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7589 21 icu 153 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7590 21 icu 154 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7591 21 icu 155 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7592 21 icu 156 0.000000e+00 0.000000e+00 0.000000e+00 1
+## 7593 22 icu 105 4.185690e-01 0.000000e+00 8.580479e+02 1
+## 7594 22 icu 106 3.393562e-01 0.000000e+00 6.956651e+02 1
+## 7595 22 icu 107 2.841571e-01 0.000000e+00 5.825094e+02 1
+## 7596 22 icu 108 2.441075e-01 0.000000e+00 5.004096e+02 1
+## 7597 22 icu 109 2.151638e-01 0.000000e+00 4.410762e+02 1
+## 7598 22 icu 110 1.946789e-01 0.000000e+00 3.990830e+02 1
+## 7599 22 icu 111 1.809148e-01 0.000000e+00 3.708672e+02 1
+## 7600 22 icu 112 1.727900e-01 0.000000e+00 3.542119e+02 1
+## 7601 22 icu 113 1.697353e-01 0.000000e+00 3.479499e+02 1
+## 7602 22 icu 114 1.716262e-01 0.000000e+00 3.518261e+02 1
+## 7603 22 icu 115 1.787813e-01 0.000000e+00 3.664937e+02 1
+## 7604 22 icu 116 1.920291e-01 0.000000e+00 3.936512e+02 1
+## 7605 22 icu 117 2.128595e-01 0.000000e+00 4.363526e+02 1
+## 7606 22 icu 118 2.436974e-01 0.000000e+00 4.995688e+02 1
+## 7607 22 icu 119 2.883312e-01 0.000000e+00 5.910662e+02 1
+## 7608 22 icu 120 3.525948e-01 0.000000e+00 7.228037e+02 1
+## 7609 22 icu 121 4.455981e-01 0.000000e+00 9.134563e+02 1
+## 7610 22 icu 122 5.819893e-01 0.000000e+00 1.193052e+03 1
+## 7611 22 icu 123 7.853392e-01 0.000000e+00 1.609910e+03 1
+## 7612 22 icu 124 1.093849e+00 0.000000e+00 2.242343e+03 1
+## 7613 22 icu 125 1.570750e+00 0.000000e+00 3.219967e+03 1
+## 7614 22 icu 126 2.319120e+00 0.000000e+00 4.754093e+03 1
+## 7615 22 icu 127 3.503420e+00 0.000000e+00 7.181854e+03 1
+## 7616 22 icu 128 5.374801e+00 0.000000e+00 1.101810e+04 1
+## 7617 22 icu 129 8.281270e+00 0.000000e+00 1.697624e+04 1
+## 7618 22 icu 130 1.261254e+01 0.000000e+00 2.585514e+04 1
+## 7619 22 icu 131 1.859443e+01 0.000000e+00 3.811776e+04 1
+## 7620 22 icu 132 2.589499e+01 0.000000e+00 5.308357e+04 1
+## 7621 22 icu 133 3.327429e+01 0.000000e+00 6.821082e+04 1
+## 7622 22 icu 134 3.881160e+01 0.000000e+00 7.956205e+04 1
+## 7623 22 icu 135 4.089770e+01 0.000000e+00 8.383847e+04 1
+## 7624 22 icu 136 3.920858e+01 0.000000e+00 8.037584e+04 1
+## 7625 22 icu 137 3.472002e+01 0.000000e+00 7.117449e+04 1
+## 7626 22 icu 138 2.892348e+01 0.000000e+00 5.929185e+04 1
+## 7627 22 icu 139 2.307487e+01 0.000000e+00 4.730246e+04 1
+## 7628 22 icu 140 1.790202e+01 0.000000e+00 3.669833e+04 1
+## 7629 22 icu 141 1.367129e+01 0.000000e+00 2.802553e+04 1
+## 7630 22 icu 142 1.037088e+01 0.000000e+00 2.125985e+04 1
+## 7631 22 icu 143 7.866410e+00 0.000000e+00 1.612579e+04 1
+## 7632 22 icu 144 5.993540e+00 0.000000e+00 1.228649e+04 1
+## 7633 22 icu 145 4.601197e+00 0.000000e+00 9.432249e+03 1
+## 7634 22 icu 146 3.566021e+00 0.000000e+00 7.310184e+03 1
+## 7635 22 icu 147 2.793251e+00 0.000000e+00 5.726039e+03 1
+## 7636 22 icu 148 2.212485e+00 0.000000e+00 4.535496e+03 1
+## 7637 22 icu 149 1.772354e+00 0.000000e+00 3.633247e+03 1
+## 7638 22 icu 150 1.435694e+00 0.000000e+00 2.943109e+03 1
+## 7639 22 icu 151 1.175686e+00 0.000000e+00 2.410105e+03 1
+## 7640 22 icu 152 9.729482e-01 0.000000e+00 1.994500e+03 1
+## 7641 22 icu 153 8.134082e-01 0.000000e+00 1.667451e+03 1
+## 7642 22 icu 154 6.867873e-01 0.000000e+00 1.407883e+03 1
+## 7643 22 icu 155 5.855180e-01 0.000000e+00 1.200286e+03 1
+## 7644 22 icu 156 5.039814e-01 0.000000e+00 1.033139e+03 1
+## 7645 23 icu 105 3.892219e-01 0.000000e+00 8.291776e+02 1
+## 7646 23 icu 106 3.126038e-01 0.000000e+00 6.659546e+02 1
+## 7647 23 icu 107 2.593688e-01 0.000000e+00 5.525454e+02 1
+## 7648 23 icu 108 2.208859e-01 0.000000e+00 4.705636e+02 1
+## 7649 23 icu 109 1.931019e-01 0.000000e+00 4.113741e+02 1
+## 7650 23 icu 110 1.733613e-01 0.000000e+00 3.693198e+02 1
+## 7651 23 icu 111 1.599163e-01 0.000000e+00 3.406772e+02 1
+## 7652 23 icu 112 1.516627e-01 0.000000e+00 3.230943e+02 1
+## 7653 23 icu 113 1.479857e-01 0.000000e+00 3.152608e+02 1
+## 7654 23 icu 114 1.486808e-01 0.000000e+00 3.167416e+02 1
+## 7655 23 icu 115 1.539383e-01 0.000000e+00 3.279420e+02 1
+## 7656 23 icu 116 1.643873e-01 0.000000e+00 3.502020e+02 1
+## 7657 23 icu 117 1.812130e-01 0.000000e+00 3.860466e+02 1
+## 7658 23 icu 118 2.063748e-01 0.000000e+00 4.396499e+02 1
+## 7659 23 icu 119 2.429408e-01 0.000000e+00 5.175482e+02 1
+## 7660 23 icu 120 2.956078e-01 0.000000e+00 6.297471e+02 1
+## 7661 23 icu 121 3.716920e-01 0.000000e+00 7.918328e+02 1
+## 7662 23 icu 122 4.830205e-01 0.000000e+00 1.029001e+03 1
+## 7663 23 icu 123 6.486120e-01 0.000000e+00 1.381768e+03 1
+## 7664 23 icu 124 8.992526e-01 0.000000e+00 1.915720e+03 1
+## 7665 23 icu 125 1.286234e+00 0.000000e+00 2.740124e+03 1
+## 7666 23 icu 126 1.893388e+00 0.000000e+00 4.033572e+03 1
+## 7667 23 icu 127 2.855134e+00 0.000000e+00 6.082426e+03 1
+## 7668 23 icu 128 4.379358e+00 0.000000e+00 9.329551e+03 1
+## 7669 23 icu 129 6.761719e+00 0.000000e+00 1.440481e+04 1
+## 7670 23 icu 130 1.035449e+01 0.000000e+00 2.205867e+04 1
+## 7671 23 icu 131 1.542173e+01 0.000000e+00 3.285364e+04 1
+## 7672 23 icu 132 2.183128e+01 0.000000e+00 4.650820e+04 1
+## 7673 23 icu 133 2.872048e+01 0.000000e+00 6.118458e+04 1
+## 7674 23 icu 134 3.453416e+01 0.000000e+00 7.356974e+04 1
+## 7675 23 icu 135 3.770072e+01 0.000000e+00 8.031560e+04 1
+## 7676 23 icu 136 3.751480e+01 0.000000e+00 7.991953e+04 1
+## 7677 23 icu 137 3.442621e+01 0.000000e+00 7.333977e+04 1
+## 7678 23 icu 138 2.958764e+01 0.000000e+00 6.303193e+04 1
+## 7679 23 icu 139 2.420007e+01 0.000000e+00 5.155454e+04 1
+## 7680 23 icu 140 1.911367e+01 0.000000e+00 4.071874e+04 1
+## 7681 23 icu 141 1.475764e+01 0.000000e+00 3.143888e+04 1
+## 7682 23 icu 142 1.124843e+01 0.000000e+00 2.396307e+04 1
+## 7683 23 icu 143 8.528200e+00 0.000000e+00 1.816802e+04 1
+## 7684 23 icu 144 6.468074e+00 0.000000e+00 1.377924e+04 1
+## 7685 23 icu 145 4.927530e+00 0.000000e+00 1.049735e+04 1
+## 7686 23 icu 146 3.781477e+00 0.000000e+00 8.055857e+03 1
+## 7687 23 icu 147 2.928775e+00 0.000000e+00 6.239307e+03 1
+## 7688 23 icu 148 2.291882e+00 0.000000e+00 4.882504e+03 1
+## 7689 23 icu 149 1.813132e+00 0.000000e+00 3.862599e+03 1
+## 7690 23 icu 150 1.450369e+00 0.000000e+00 3.089790e+03 1
+## 7691 23 icu 151 1.173042e+00 0.000000e+00 2.498986e+03 1
+## 7692 23 icu 152 9.590640e-01 0.000000e+00 2.043139e+03 1
+## 7693 23 icu 153 7.924496e-01 0.000000e+00 1.688193e+03 1
+## 7694 23 icu 154 6.615784e-01 0.000000e+00 1.409392e+03 1
+## 7695 23 icu 155 5.579505e-01 0.000000e+00 1.188628e+03 1
+## 7696 23 icu 156 4.753004e-01 0.000000e+00 1.012555e+03 1
+## 7697 24 icu 105 9.673680e-01 0.000000e+00 2.406990e+03 1
+## 7698 24 icu 106 7.907708e-01 0.000000e+00 1.967583e+03 1
+## 7699 24 icu 107 6.671937e-01 0.000000e+00 1.660101e+03 1
+## 7700 24 icu 108 5.772467e-01 0.000000e+00 1.436296e+03 1
+## 7701 24 icu 109 5.122001e-01 0.000000e+00 1.274448e+03 1
+## 7702 24 icu 110 4.663228e-01 0.000000e+00 1.160297e+03 1
+## 7703 24 icu 111 4.358620e-01 0.000000e+00 1.084505e+03 1
+## 7704 24 icu 112 4.185185e-01 0.000000e+00 1.041351e+03 1
+## 7705 24 icu 113 4.131507e-01 0.000000e+00 1.027995e+03 1
+## 7706 24 icu 114 4.196493e-01 0.000000e+00 1.044165e+03 1
+## 7707 24 icu 115 4.389612e-01 0.000000e+00 1.092216e+03 1
+## 7708 24 icu 116 4.732772e-01 0.000000e+00 1.177601e+03 1
+## 7709 24 icu 117 5.264283e-01 0.000000e+00 1.309850e+03 1
+## 7710 24 icu 118 6.019051e-01 0.000000e+00 1.497651e+03 1
+## 7711 24 icu 119 6.918343e-01 0.000000e+00 1.721411e+03 1
+## 7712 24 icu 120 7.798233e-01 0.000000e+00 1.940344e+03 1
+## 7713 24 icu 121 8.796893e-01 0.000000e+00 2.188829e+03 1
+## 7714 24 icu 122 1.003475e+00 0.000000e+00 2.496831e+03 1
+## 7715 24 icu 123 1.118260e+00 0.000000e+00 2.782437e+03 1
+## 7716 24 icu 124 1.334073e+00 0.000000e+00 3.319419e+03 1
+## 7717 24 icu 125 1.728005e+00 0.000000e+00 4.299595e+03 1
+## 7718 24 icu 126 2.363086e+00 0.000000e+00 5.879793e+03 1
+## 7719 24 icu 127 3.391279e+00 0.000000e+00 8.438125e+03 1
+## 7720 24 icu 128 5.061786e+00 0.000000e+00 1.259465e+04 1
+## 7721 24 icu 129 7.715746e+00 0.000000e+00 1.919820e+04 1
+## 7722 24 icu 130 1.183666e+01 0.000000e+00 2.945179e+04 1
+## 7723 24 icu 131 1.773457e+01 0.000000e+00 4.412687e+04 1
+## 7724 24 icu 132 2.541089e+01 0.000000e+00 6.322697e+04 1
+## 7725 24 icu 133 3.426437e+01 0.000000e+00 8.525607e+04 1
+## 7726 24 icu 134 4.233060e+01 0.000000e+00 1.053263e+05 1
+## 7727 24 icu 135 4.773837e+01 0.000000e+00 1.187818e+05 1
+## 7728 24 icu 136 4.930519e+01 0.000000e+00 1.226804e+05 1
+## 7729 24 icu 137 4.677940e+01 0.000000e+00 1.163958e+05 1
+## 7730 24 icu 138 4.164420e+01 0.000000e+00 1.036184e+05 1
+## 7731 24 icu 139 3.543882e+01 0.000000e+00 8.817829e+04 1
+## 7732 24 icu 140 2.915776e+01 0.000000e+00 7.254987e+04 1
+## 7733 24 icu 141 2.343859e+01 0.000000e+00 5.831953e+04 1
+## 7734 24 icu 142 1.857958e+01 0.000000e+00 4.622941e+04 1
+## 7735 24 icu 143 1.463028e+01 0.000000e+00 3.640282e+04 1
+## 7736 24 icu 144 1.150791e+01 0.000000e+00 2.863380e+04 1
+## 7737 24 icu 145 9.078858e+00 0.000000e+00 2.258987e+04 1
+## 7738 24 icu 146 7.204261e+00 0.000000e+00 1.792553e+04 1
+## 7739 24 icu 147 5.760832e+00 0.000000e+00 1.433401e+04 1
+## 7740 24 icu 148 4.647421e+00 0.000000e+00 1.156364e+04 1
+## 7741 24 icu 149 3.784667e+00 0.000000e+00 9.416949e+03 1
+## 7742 24 icu 150 3.111903e+00 0.000000e+00 7.742988e+03 1
+## 7743 24 icu 151 2.583427e+00 0.000000e+00 6.428042e+03 1
+## 7744 24 icu 152 2.165059e+00 0.000000e+00 5.387065e+03 1
+## 7745 24 icu 153 1.831292e+00 0.000000e+00 4.556592e+03 1
+## 7746 24 icu 154 1.563066e+00 0.000000e+00 3.889197e+03 1
+## 7747 24 icu 155 1.346079e+00 0.000000e+00 3.349291e+03 1
+## 7748 24 icu 156 1.169535e+00 0.000000e+00 2.910018e+03 1
+## 7749 25 icu 105 1.397909e+00 0.000000e+00 2.973939e+03 1
+## 7750 25 icu 106 1.144191e+00 0.000000e+00 2.434174e+03 1
+## 7751 25 icu 107 9.666162e-01 0.000000e+00 2.056398e+03 1
+## 7752 25 icu 108 8.373334e-01 0.000000e+00 1.781359e+03 1
+## 7753 25 icu 109 7.438586e-01 0.000000e+00 1.582499e+03 1
+## 7754 25 icu 110 6.780008e-01 0.000000e+00 1.442392e+03 1
+## 7755 25 icu 111 6.344024e-01 0.000000e+00 1.349640e+03 1
+## 7756 25 icu 112 6.097934e-01 0.000000e+00 1.297286e+03 1
+## 7757 25 icu 113 6.025730e-01 0.000000e+00 1.281925e+03 1
+## 7758 25 icu 114 6.126352e-01 0.000000e+00 1.303332e+03 1
+## 7759 25 icu 115 6.414131e-01 0.000000e+00 1.364554e+03 1
+## 7760 25 icu 116 6.921593e-01 0.000000e+00 1.472513e+03 1
+## 7761 25 icu 117 7.705335e-01 0.000000e+00 1.639248e+03 1
+## 7762 25 icu 118 8.816371e-01 0.000000e+00 1.875611e+03 1
+## 7763 25 icu 119 1.013491e+00 0.000000e+00 2.156120e+03 1
+## 7764 25 icu 120 1.141242e+00 0.000000e+00 2.427901e+03 1
+## 7765 25 icu 121 1.285023e+00 0.000000e+00 2.733783e+03 1
+## 7766 25 icu 122 1.461754e+00 0.000000e+00 3.109764e+03 1
+## 7767 25 icu 123 1.619819e+00 0.000000e+00 3.446034e+03 1
+## 7768 25 icu 124 1.921684e+00 0.000000e+00 4.088228e+03 1
+## 7769 25 icu 125 2.477456e+00 0.000000e+00 5.270588e+03 1
+## 7770 25 icu 126 3.372609e+00 0.000000e+00 7.174952e+03 1
+## 7771 25 icu 127 4.820850e+00 0.000000e+00 1.025597e+04 1
+## 7772 25 icu 128 7.172924e+00 0.000000e+00 1.525981e+04 1
+## 7773 25 icu 129 1.090569e+01 0.000000e+00 2.320097e+04 1
+## 7774 25 icu 130 1.670059e+01 0.000000e+00 3.552915e+04 1
+## 7775 25 icu 131 2.498137e+01 0.000000e+00 5.314584e+04 1
+## 7776 25 icu 132 3.574850e+01 0.000000e+00 7.605203e+04 1
+## 7777 25 icu 133 4.818188e+01 0.000000e+00 1.025030e+05 1
+## 7778 25 icu 134 5.950120e+01 0.000000e+00 1.265840e+05 1
+## 7779 25 icu 135 6.710012e+01 0.000000e+00 1.427501e+05 1
+## 7780 25 icu 136 6.932316e+01 0.000000e+00 1.474794e+05 1
+## 7781 25 icu 137 6.577635e+01 0.000000e+00 1.399339e+05 1
+## 7782 25 icu 138 5.857814e+01 0.000000e+00 1.246202e+05 1
+## 7783 25 icu 139 4.989316e+01 0.000000e+00 1.061437e+05 1
+## 7784 25 icu 140 4.109681e+01 0.000000e+00 8.743013e+04 1
+## 7785 25 icu 141 3.307870e+01 0.000000e+00 7.037226e+04 1
+## 7786 25 icu 142 2.625886e+01 0.000000e+00 5.586360e+04 1
+## 7787 25 icu 143 2.070930e+01 0.000000e+00 4.405735e+04 1
+## 7788 25 icu 144 1.631627e+01 0.000000e+00 3.471155e+04 1
+## 7789 25 icu 145 1.289421e+01 0.000000e+00 2.743139e+04 1
+## 7790 25 icu 146 1.024964e+01 0.000000e+00 2.180528e+04 1
+## 7791 25 icu 147 8.210443e+00 0.000000e+00 1.746705e+04 1
+## 7792 25 icu 148 6.635198e+00 0.000000e+00 1.411585e+04 1
+## 7793 25 icu 149 5.412793e+00 0.000000e+00 1.151528e+04 1
+## 7794 25 icu 150 4.458179e+00 0.000000e+00 9.484415e+03 1
+## 7795 25 icu 151 3.707211e+00 0.000000e+00 7.886792e+03 1
+## 7796 25 icu 152 3.111858e+00 0.000000e+00 6.620226e+03 1
+## 7797 25 icu 153 2.636235e+00 0.000000e+00 5.608376e+03 1
+## 7798 25 icu 154 2.253496e+00 0.000000e+00 4.794129e+03 1
+## 7799 25 icu 155 1.943474e+00 0.000000e+00 4.134583e+03 1
+## 7800 25 icu 156 1.690933e+00 0.000000e+00 3.597322e+03 1
+
+# summari outcomes annually
+RSV_65_vhr_sum <- summarise_outcomes(RSV_65_vhr)
+RSV_65_s_sum <- summarise_outcomes(RSV_65_s)
+
+get_averted_df(RSV_65_vhr_sum, RSV_65_s_sum)
## # A tibble: 150 × 7
+## # Groups: s, outcome [6]
+## s outcome age_group cases_total case_total_base total_case_averted
+## <int> <fct> <fct> <dbl> <dbl> <dbl>
+## 1 1 A+E visits <1 month 6003. 6032. 28.4
+## 2 1 A+E visits 1 month 6118. 6136. 18.3
+## 3 1 A+E visits 2 month 6128. 6164. 35.4
+## 4 1 A+E visits 3 month 6181. 6231. 50.3
+## 5 1 A+E visits 4 month 6210. 6273. 62.8
+## 6 1 A+E visits 5 month 6231. 6301. 69.2
+## 7 1 A+E visits 6 month 5964. 6036. 71.5
+## 8 1 A+E visits 7 month 5970. 6050. 80.5
+## 9 1 A+E visits 8 month 5966. 6060. 93.6
+## 10 1 A+E visits 9 month 5957. 6067. 111.
+## # ℹ 140 more rows
+## # ℹ 1 more variable: prop_cases_averted <dbl>
The user must define several components in order to simulate the impact of an RSV intervention programme. These are 1. add_economics
, the user must define the health outcomes considered, the risk of each health outcome occurring per-infection, and the QALY loss and cost of each outcome. 2. add_programme
, the user must define the programme characteristics they wish to evaluate, including the timings (start date and end date), the target age group, the product’s immunological profile, and the uptake rate.
A detailed vignette explaining defining these characteristics can be found in vignettes/example.Rmd
.
We also include several vignettes showing how to evaluate various programmes. These are found in vignettes/sanity_check_*
.
The user must define several components in order to simulate the impact of an RSV intervention programme. These are
+add_economics
, the user must define the health outcomes considered, the risk of each health outcome occurring per-infection, and the QALY loss and cost of each outcome.add_programme
, the user must define the programme characteristics they wish to evaluate, including the timings (start date and end date), the target age group, the product’s immunological profile, and the uptake rate.A detailed vignettes explaining explaining how these work are in the vignettes
folder.