diff --git a/README.Rmd b/README.Rmd
index a11d9416..97deb169 100644
--- a/README.Rmd
+++ b/README.Rmd
@@ -36,7 +36,7 @@ options(
## Overview
-This package implements some of the non-parametric tests in chapters 1-5 of [@Higgins2003](#references).
+This R package implements some of the non-parametric tests in chapters 1-5 of [@Higgins2003](#references).
It depends on [R6](https://CRAN.R-project.org/package=R6) for object oriented design and [Rcpp](https://CRAN.R-project.org/package=Rcpp) for integration of R and C++.
@@ -44,11 +44,15 @@ A few examples in the book can be found [here](https://qddyy.github.io/LearnNonp
## Installation
+For the latest bug fixes and improvements, please install the development version of this R package using
+
```{r, install, eval = FALSE}
-# install.packages("pak")
-pak::pkg_install("qddyy/LearnNonparam")
+# install.packages("remotes")
+remotes::install_github("qddyy/LearnNonparam")
```
+Feedback and contributions are welcome. Please feel free to report bugs or request new features by opening an issue.
+
## Usage
```{r, library, eval = FALSE}
diff --git a/README.md b/README.md
index 669e1dd5..3925114a 100644
--- a/README.md
+++ b/README.md
@@ -14,8 +14,8 @@ check](https://github.com/qddyy/LearnNonparam/actions/workflows/R-CMD-check.yaml
## Overview
-This package implements some of the non-parametric tests in chapters 1-5
-of [Higgins (2003)](#references).
+This R package implements some of the non-parametric tests in chapters
+1-5 of [Higgins (2003)](#references).
It depends on [R6](https://CRAN.R-project.org/package=R6) for object
oriented design and [Rcpp](https://CRAN.R-project.org/package=Rcpp) for
@@ -26,11 +26,17 @@ A few examples in the book can be found
## Installation
+For the latest bug fixes and improvements, please install the
+development version of this R package using
+
``` r
-# install.packages("pak")
-pak::pkg_install("qddyy/LearnNonparam")
+# install.packages("remotes")
+remotes::install_github("qddyy/LearnNonparam")
```
+Feedback and contributions are welcome. Please feel free to report bugs
+or request new features by opening an issue.
+
## Usage
``` r
diff --git a/man/figures/README/define-dark.svg b/man/figures/README/define-dark.svg
index 93e06525..a36b4b62 100644
--- a/man/figures/README/define-dark.svg
+++ b/man/figures/README/define-dark.svg
@@ -1 +1 @@
-
\ No newline at end of file
+0%||Cramér-vonMisesTestscoring:nonescoring:nonetype:permu(10000)scoring:nonetype:permu(10000)method:defaultstatistic=2.26,p-value=0.0253alternativehypothesis:alternativehypothesis:samplesarefromdifferentdistributions1%||2%|>|3%|>|4%|->|5%|->|6%|-->|7%|-->|8%|--->|9%|--->|10%|---->|11%|---->|12%|----->|13%|----->|14%|------>|15%|------>|16%|------->|17%|------->|18%|-------->|19%|-------->|20%|--------->|21%|--------->|22%|---------->|23%|---------->|24%|----------->|25%|----------->|26%|------------>|27%|------------>|28%|------------->|29%|------------->|30%|-------------->|31%|-------------->|32%|--------------->|33%|--------------->|34%|---------------->|35%|---------------->|36%|----------------->|37%|----------------->|38%|------------------>|39%|------------------>|40%|------------------->|41%|------------------->|42%|-------------------->|43%|-------------------->|44%|--------------------->|45%|--------------------->|46%|---------------------->|47%|---------------------->|48%|----------------------->|49%|----------------------->|50%|------------------------>|51%|------------------------>|52%|------------------------->|53%|------------------------->|54%|-------------------------->|55%|-------------------------->|56%|--------------------------->|57%|--------------------------->|58%|---------------------------->|59%|---------------------------->|60%|----------------------------->|61%|----------------------------->|62%|------------------------------>|63%|------------------------------>|64%|------------------------------->|65%|------------------------------->|66%|-------------------------------->|67%|-------------------------------->|68%|--------------------------------->|69%|--------------------------------->|70%|---------------------------------->|71%|---------------------------------->|72%|----------------------------------->|73%|----------------------------------->|74%|------------------------------------>|75%|------------------------------------>|76%|------------------------------------->|77%|------------------------------------->|78%|-------------------------------------->|79%|-------------------------------------->|80%|--------------------------------------->|81%|--------------------------------------->|82%|---------------------------------------->|83%|---------------------------------------->|84%|----------------------------------------->|85%|----------------------------------------->|86%|------------------------------------------>|87%|------------------------------------------>|88%|------------------------------------------->|89%|------------------------------------------->|90%|-------------------------------------------->|91%|-------------------------------------------->|92%|--------------------------------------------->|93%|--------------------------------------------->|94%|---------------------------------------------->|95%|---------------------------------------------->|96%|----------------------------------------------->|97%|----------------------------------------------->|98%|------------------------------------------------>|99%|------------------------------------------------>|statistic=2.26statistic=2.26,
\ No newline at end of file
diff --git a/man/figures/README/define.svg b/man/figures/README/define.svg
index d40e4184..3a79e132 100644
--- a/man/figures/README/define.svg
+++ b/man/figures/README/define.svg
@@ -1 +1 @@
-0%||Cramér-vonMisesTestscoring:nonescoring:nonetype:permu(10000)scoring:nonetype:permu(10000)method:defaultstatistic=4.11,p-value=0.0016alternativehypothesis:alternativehypothesis:samplesarefromdifferentdistributions1%||2%|>|3%|>|4%|->|5%|->|6%|-->|7%|-->|8%|--->|9%|--->|10%|---->|11%|---->|12%|----->|13%|----->|14%|------>|15%|------>|16%|------->|17%|------->|18%|-------->|19%|-------->|20%|--------->|21%|--------->|22%|---------->|23%|---------->|24%|----------->|25%|----------->|26%|------------>|27%|------------>|28%|------------->|29%|------------->|30%|-------------->|31%|-------------->|32%|--------------->|33%|--------------->|34%|---------------->|35%|---------------->|36%|----------------->|37%|----------------->|38%|------------------>|39%|------------------>|40%|------------------->|41%|------------------->|42%|-------------------->|43%|-------------------->|44%|--------------------->|45%|--------------------->|46%|---------------------->|47%|---------------------->|48%|----------------------->|49%|----------------------->|50%|------------------------>|51%|------------------------>|52%|------------------------->|53%|------------------------->|54%|-------------------------->|55%|-------------------------->|56%|--------------------------->|57%|--------------------------->|58%|---------------------------->|59%|---------------------------->|60%|----------------------------->|61%|----------------------------->|62%|------------------------------>|63%|------------------------------>|64%|------------------------------->|65%|------------------------------->|66%|-------------------------------->|67%|-------------------------------->|68%|--------------------------------->|69%|--------------------------------->|70%|---------------------------------->|71%|---------------------------------->|72%|----------------------------------->|73%|----------------------------------->|74%|------------------------------------>|75%|------------------------------------>|76%|------------------------------------->|77%|------------------------------------->|78%|-------------------------------------->|79%|-------------------------------------->|80%|--------------------------------------->|81%|--------------------------------------->|82%|---------------------------------------->|83%|---------------------------------------->|84%|----------------------------------------->|85%|----------------------------------------->|86%|------------------------------------------>|87%|------------------------------------------>|88%|------------------------------------------->|89%|------------------------------------------->|90%|-------------------------------------------->|91%|-------------------------------------------->|92%|--------------------------------------------->|93%|--------------------------------------------->|94%|---------------------------------------------->|95%|---------------------------------------------->|96%|----------------------------------------------->|97%|----------------------------------------------->|98%|------------------------------------------------>|99%|------------------------------------------------>|statistic=4.11statistic=4.11,
\ No newline at end of file
+0%||Cramér-vonMisesTestscoring:nonescoring:nonetype:permu(10000)scoring:nonetype:permu(10000)method:defaultstatistic=2.26,p-value=0.0253alternativehypothesis:alternativehypothesis:samplesarefromdifferentdistributions1%||2%|>|3%|>|4%|->|5%|->|6%|-->|7%|-->|8%|--->|9%|--->|10%|---->|11%|---->|12%|----->|13%|----->|14%|------>|15%|------>|16%|------->|17%|------->|18%|-------->|19%|-------->|20%|--------->|21%|--------->|22%|---------->|23%|---------->|24%|----------->|25%|----------->|26%|------------>|27%|------------>|28%|------------->|29%|------------->|30%|-------------->|31%|-------------->|32%|--------------->|33%|--------------->|34%|---------------->|35%|---------------->|36%|----------------->|37%|----------------->|38%|------------------>|39%|------------------>|40%|------------------->|41%|------------------->|42%|-------------------->|43%|-------------------->|44%|--------------------->|45%|--------------------->|46%|---------------------->|47%|---------------------->|48%|----------------------->|49%|----------------------->|50%|------------------------>|51%|------------------------>|52%|------------------------->|53%|------------------------->|54%|-------------------------->|55%|-------------------------->|56%|--------------------------->|57%|--------------------------->|58%|---------------------------->|59%|---------------------------->|60%|----------------------------->|61%|----------------------------->|62%|------------------------------>|63%|------------------------------>|64%|------------------------------->|65%|------------------------------->|66%|-------------------------------->|67%|-------------------------------->|68%|--------------------------------->|69%|--------------------------------->|70%|---------------------------------->|71%|---------------------------------->|72%|----------------------------------->|73%|----------------------------------->|74%|------------------------------------>|75%|------------------------------------>|76%|------------------------------------->|77%|------------------------------------->|78%|-------------------------------------->|79%|-------------------------------------->|80%|--------------------------------------->|81%|--------------------------------------->|82%|---------------------------------------->|83%|---------------------------------------->|84%|----------------------------------------->|85%|----------------------------------------->|86%|------------------------------------------>|87%|------------------------------------------>|88%|------------------------------------------->|89%|------------------------------------------->|90%|-------------------------------------------->|91%|-------------------------------------------->|92%|--------------------------------------------->|93%|--------------------------------------------->|94%|---------------------------------------------->|95%|---------------------------------------------->|96%|----------------------------------------------->|97%|----------------------------------------------->|98%|------------------------------------------------>|99%|------------------------------------------------>|statistic=2.26statistic=2.26,
\ No newline at end of file
diff --git a/man/figures/README/ggplot.svg b/man/figures/README/ggplot.svg
index b7e7558a..f8374884 100644
--- a/man/figures/README/ggplot.svg
+++ b/man/figures/README/ggplot.svg
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Statistic
Frequency
Permutation Distribution
diff --git a/man/figures/README/modify-dark.svg b/man/figures/README/modify-dark.svg
index 574676ee..e0603179 100644
--- a/man/figures/README/modify-dark.svg
+++ b/man/figures/README/modify-dark.svg
@@ -1 +1 @@
-[1]0.001782376[1]
\ No newline at end of file
+[1]0.003056629[1]
\ No newline at end of file
diff --git a/man/figures/README/modify.svg b/man/figures/README/modify.svg
index ce096d64..bee30326 100644
--- a/man/figures/README/modify.svg
+++ b/man/figures/README/modify.svg
@@ -1 +1 @@
-[1]0.001782376[1]
\ No newline at end of file
+[1]0.003056629[1]
\ No newline at end of file
diff --git a/man/figures/README/p_value-dark.svg b/man/figures/README/p_value-dark.svg
index 0b91063b..8b51d317 100644
--- a/man/figures/README/p_value-dark.svg
+++ b/man/figures/README/p_value-dark.svg
@@ -1 +1 @@
-[1]0.001312[1]
\ No newline at end of file
+[1]0.002404[1]
\ No newline at end of file
diff --git a/man/figures/README/p_value.svg b/man/figures/README/p_value.svg
index 4ac7ae98..b8591c37 100644
--- a/man/figures/README/p_value.svg
+++ b/man/figures/README/p_value.svg
@@ -1 +1 @@
-[1]0.001312[1]
\ No newline at end of file
+[1]0.002404[1]
\ No newline at end of file
diff --git a/man/figures/README/plot-dark.svg b/man/figures/README/plot-dark.svg
index 63b2b362..e2e119ad 100644
--- a/man/figures/README/plot-dark.svg
+++ b/man/figures/README/plot-dark.svg
@@ -1 +1 @@
-Loadingrequirednamespace:ggplot2
\ No newline at end of file
+Loadingrequirednamespace:ggplot2
\ No newline at end of file
diff --git a/man/figures/README/plot.svg b/man/figures/README/plot.svg
index 80589949..c8cc1556 100644
--- a/man/figures/README/plot.svg
+++ b/man/figures/README/plot.svg
@@ -1 +1 @@
-Loadingrequirednamespace:ggplot2
\ No newline at end of file
+Loadingrequirednamespace:ggplot2
\ No newline at end of file
diff --git a/man/figures/README/print-dark.svg b/man/figures/README/print-dark.svg
index 654427db..2e5373db 100644
--- a/man/figures/README/print-dark.svg
+++ b/man/figures/README/print-dark.svg
@@ -1 +1 @@
-Two-SampleWilcoxonTestscoring:rankscoring:ranktype:permu(1e+06)scoring:ranktype:permu(1e+06)method:defaultstatistic=526,p-value=0.001312alternativehypothesis:alternativehypothesis:truelocationshiftisnotequalto0estimate:estimate:1.31362495%confidenceinterval:(0.5016502,2.060937)statistic=526statistic=526,
\ No newline at end of file
+Two-SampleWilcoxonTestscoring:rankscoring:ranktype:permu(1e+06)scoring:ranktype:permu(1e+06)method:defaultstatistic=520,p-value=0.002404alternativehypothesis:alternativehypothesis:truelocationshiftisnotequalto0estimate:estimate:0.991172195%confidenceinterval:(0.352613,1.666899)statistic=520statistic=520,
\ No newline at end of file
diff --git a/man/figures/README/print.svg b/man/figures/README/print.svg
index 4db28dae..80265bf4 100644
--- a/man/figures/README/print.svg
+++ b/man/figures/README/print.svg
@@ -1 +1 @@
-Two-SampleWilcoxonTestscoring:rankscoring:ranktype:permu(1e+06)scoring:ranktype:permu(1e+06)method:defaultstatistic=526,p-value=0.001312alternativehypothesis:alternativehypothesis:truelocationshiftisnotequalto0estimate:estimate:1.31362495%confidenceinterval:(0.5016502,2.060937)statistic=526statistic=526,
\ No newline at end of file
+Two-SampleWilcoxonTestscoring:rankscoring:ranktype:permu(1e+06)scoring:ranktype:permu(1e+06)method:defaultstatistic=520,p-value=0.002404alternativehypothesis:alternativehypothesis:truelocationshiftisnotequalto0estimate:estimate:0.991172195%confidenceinterval:(0.352613,1.666899)statistic=520statistic=520,
\ No newline at end of file
diff --git a/man/figures/README/statistic-dark.svg b/man/figures/README/statistic-dark.svg
index 3fdcd28c..bf050dc0 100644
--- a/man/figures/README/statistic-dark.svg
+++ b/man/figures/README/statistic-dark.svg
@@ -1 +1 @@
-[1]526[1]
\ No newline at end of file
+[1]520[1]
\ No newline at end of file
diff --git a/man/figures/README/statistic.svg b/man/figures/README/statistic.svg
index 1427c269..7b7c88ac 100644
--- a/man/figures/README/statistic.svg
+++ b/man/figures/README/statistic.svg
@@ -1 +1 @@
-[1]526[1]
\ No newline at end of file
+[1]520[1]
\ No newline at end of file
diff --git a/man/figures/README/test-dark.svg b/man/figures/README/test-dark.svg
index 5d5956e1..a0719950 100644
--- a/man/figures/README/test-dark.svg
+++ b/man/figures/README/test-dark.svg
@@ -1 +1 @@
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diff --git a/man/figures/README/test.svg b/man/figures/README/test.svg
index 2017a042..597f92b7 100644
--- a/man/figures/README/test.svg
+++ b/man/figures/README/test.svg
@@ -1 +1 @@
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