diff --git a/renv/profiles/lesson-requirements/renv.lock b/renv/profiles/lesson-requirements/renv.lock
index 3902773..e357888 100644
--- a/renv/profiles/lesson-requirements/renv.lock
+++ b/renv/profiles/lesson-requirements/renv.lock
@@ -1,6 +1,6 @@
 {
   "R": {
-    "Version": "4.3.1",
+    "Version": "4.2.2",
     "Repositories": [
       {
         "Name": "carpentries",
@@ -17,70 +17,50 @@
     ]
   },
   "Packages": {
-    "BH": {
-      "Package": "BH",
-      "Version": "1.81.0-1",
+    "EpiEstim": {
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+      "Version": "2.2-4",
       "Source": "Repository",
-      "Repository": "CRAN",
-      "Hash": "68122010f01c4dcfbe58ce7112f2433d"
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-      "Version": "1.1.3",
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-      "Requirements": [
-        "R",
-        "methods"
-      ],
-      "Hash": "b2866e62bab9378c3cc9476a1954226b"
+      "Repository": "CRAN"
     },
-    "DiagrammeR": {
-      "Package": "DiagrammeR",
-      "Version": "1.0.10",
+    "MASS": {
+      "Package": "MASS",
+      "Version": "7.3-60",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
         "R",
-        "RColorBrewer",
-        "downloader",
-        "dplyr",
-        "glue",
-        "htmltools",
-        "htmlwidgets",
-        "igraph",
-        "magrittr",
-        "purrr",
-        "readr",
-        "rlang",
-        "rstudioapi",
-        "scales",
-        "stringr",
-        "tibble",
-        "tidyr",
-        "viridis",
-        "visNetwork"
+        "grDevices",
+        "graphics",
+        "methods",
+        "stats",
+        "utils"
       ],
-      "Hash": "f3de4a4878163a4629a528bbcc6e655d"
+      "Hash": "a56a6365b3fa73293ea8d084be0d9bb0"
     },
-    "MASS": {
-      "Package": "MASS",
-      "Version": "7.3-60",
+    "MCMCpack": {
+      "Package": "MCMCpack",
+      "Version": "1.6-3",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
+        "MASS",
         "R",
+        "coda",
         "grDevices",
         "graphics",
+        "lattice",
+        "mcmc",
         "methods",
+        "quantreg",
         "stats",
         "utils"
       ],
-      "Hash": "a56a6365b3fa73293ea8d084be0d9bb0"
+      "Hash": "520335edba1c95a90eec54d693727723"
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+      "Version": "1.6-3",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
@@ -93,13 +73,26 @@
         "stats",
         "utils"
       ],
-      "Hash": "1a00d4828f33a9d690806e98bd17150c"
+      "Hash": "1d1b6901cf9b6b1b446bc56a7d47efa4"
+    },
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+      "Version": "0.5-3",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "Matrix",
+        "R",
+        "methods",
+        "stats"
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+      "Hash": "0776bf7526869e0286b0463cb72fb211"
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     "R6": {
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       "Version": "2.5.1",
       "Source": "Repository",
-      "Repository": "RSPM",
+      "Repository": "CRAN",
       "Requirements": [
         "R"
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@@ -126,117 +119,55 @@
       ],
       "Hash": "ae6cbbe1492f4de79c45fce06f967ce8"
     },
-    "RcppEigen": {
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-      "Version": "0.3.3.9.3",
+    "SparseM": {
+      "Package": "SparseM",
+      "Version": "1.81",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
-        "Matrix",
         "R",
-        "Rcpp",
+        "graphics",
+        "methods",
         "stats",
         "utils"
       ],
-      "Hash": "1e035db628cefb315c571202d70202fe"
+      "Hash": "2042cd9759cc89a453c4aefef0ce9aae"
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-      "Package": "askpass",
-      "Version": "1.2.0",
+    "abind": {
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+      "Version": "1.4-5",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
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+        "R",
+        "methods",
+        "utils"
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-      "Hash": "cad6cf7f1d5f6e906700b9d3e718c796"
+      "Hash": "4f57884290cc75ab22f4af9e9d4ca862"
     },
-    "backports": {
-      "Package": "backports",
-      "Version": "1.4.1",
+    "aweek": {
+      "Package": "aweek",
+      "Version": "1.0.3",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
         "R"
       ],
-      "Hash": "c39fbec8a30d23e721980b8afb31984c"
+      "Hash": "2e8a6ececc90206ceea48eea1d3f99ef"
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       "Package": "base64enc",
       "Version": "0.1-3",
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-        "generics",
-        "glue",
-        "lifecycle",
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-        "stringr",
-        "tibble",
-        "tidyr"
-      ],
-      "Hash": "fd25391c3c4f6ecf0fa95f1e6d15378c"
+      "Hash": "543776ae6848fde2f48ff3816d0628bc"
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-      "Version": "0.5.1",
+      "Version": "0.6.0",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
@@ -247,12 +178,13 @@
         "htmltools",
         "jquerylib",
         "jsonlite",
+        "lifecycle",
         "memoise",
         "mime",
         "rlang",
         "sass"
       ],
-      "Hash": "283015ddfbb9d7bf15ea9f0b5698f0d9"
+      "Hash": "fac047b773ad75cea6e2a25214b09ca0"
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       "Package": "cachem",
@@ -265,63 +197,41 @@
       ],
       "Hash": "c35768291560ce302c0a6589f92e837d"
     },
-    "callr": {
-      "Package": "callr",
-      "Version": "3.7.3",
+    "cli": {
+      "Package": "cli",
+      "Version": "3.6.1",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
         "R",
-        "R6",
-        "processx",
         "utils"
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-      "Hash": "9b2191ede20fa29828139b9900922e51"
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-    "cellranger": {
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-      "Source": "Repository",
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-        "R",
-        "rematch",
-        "tibble"
-      ],
-      "Hash": "f61dbaec772ccd2e17705c1e872e9e7c"
+      "Hash": "89e6d8219950eac806ae0c489052048a"
     },
-    "checkmate": {
-      "Package": "checkmate",
-      "Version": "2.2.0",
+    "coarseDataTools": {
+      "Package": "coarseDataTools",
+      "Version": "0.6-6",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
+        "MCMCpack",
         "R",
-        "backports",
-        "utils"
+        "graphics",
+        "methods",
+        "stats"
       ],
-      "Hash": "ca9c113196136f4a9ca9ce6079c2c99e"
+      "Hash": "9d6ff9107abae9d4a0d32874e2f1bff2"
     },
-    "cli": {
-      "Package": "cli",
-      "Version": "3.6.1",
+    "coda": {
+      "Package": "coda",
+      "Version": "0.19-4",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
         "R",
-        "utils"
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-      "Hash": "89e6d8219950eac806ae0c489052048a"
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-      "Package": "clipr",
-      "Version": "0.8.0",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "utils"
+        "lattice"
       ],
-      "Hash": "3f038e5ac7f41d4ac41ce658c85e3042"
+      "Hash": "24b6d006b8b2343876cf230687546932"
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@@ -337,29 +247,6 @@
       ],
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@@ -370,110 +257,6 @@
       ],
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-        "cli",
-        "dplyr",
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-        "lifecycle",
-        "magrittr",
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-        "pillar",
-        "purrr",
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-        "tibble",
-        "tidyr",
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@@ -485,30 +268,16 @@
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-      "Hash": "7744a30055fea449fc7cd98323b5887c"
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-    "downloader": {
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-      "Version": "0.4",
+    "distcrete": {
+      "Package": "distcrete",
+      "Version": "1.0.3",
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-      "Hash": "f4f2a915e0dedbdf016a83b63477349f"
+      "Hash": "5ad4e98af2a8e4c63b9b394ec05c91e1"
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-      "Version": "1.1.3",
+      "Version": "1.1.4",
       "Source": "Repository",
       "Repository": "CRAN",
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@@ -527,73 +296,46 @@
         "utils",
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-        "rlang",
-        "tibble",
-        "tidyselect",
-        "vctrs"
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-      "Hash": "54ed3ea01b11e81a86544faaecfef8e2"
+      "Hash": "fedd9d00c2944ff00a0e2696ccf048ec"
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       "Version": "0.3.2",
       "Source": "Repository",
-      "Repository": "RSPM",
+      "Repository": "CRAN",
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-      "RemoteRepo": "epidemics",
-      "RemoteUsername": "epiverse-trace",
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-        "checkmate",
-        "data.table",
-        "deSolve",
-        "glue",
-        "jsonlite",
-        "stats",
-        "utils"
+    "epitrix": {
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+      "Version": "0.4.0",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "distcrete",
+        "dplyr",
+        "purrr",
+        "rlang",
+        "sodium",
+        "stringi",
+        "tidyr"
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+      "Hash": "999a2328b480a5a8e40930ae669b2478"
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-      "Hash": "66f39c7a21e03c4dcb2c2d21d738d603"
+      "Hash": "daf4a1246be12c1fa8c7705a0935c1a0"
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@@ -621,47 +363,32 @@
       "Repository": "CRAN",
       "Hash": "f7736a18de97dea803bde0a2daaafb27"
     },
-    "fields": {
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+      "Version": "1.1-11",
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       "Repository": "CRAN",
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+        "MASS",
         "R",
-        "maps",
+        "grDevices",
         "methods",
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-        "viridisLite"
+        "stats",
+        "survival"
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-        "rlang",
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+        "htmltools",
+        "rlang"
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+      "Hash": "c2efdd5f0bcd1ea861c2d4e2a883a67d"
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@@ -674,38 +401,33 @@
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-        "jsonlite",
-        "lifecycle",
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-        "rappdirs",
-        "rlang",
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+        "methods"
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+      "Version": "0.4.0",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
         "R",
-        "methods"
+        "dplyr",
+        "ggplot2",
+        "ggrepel",
+        "lifecycle",
+        "purrr",
+        "rlang",
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@@ -732,69 +454,32 @@
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