diff --git a/.gitignore b/.gitignore
index 9a49cbc..47b8285 100644
--- a/.gitignore
+++ b/.gitignore
@@ -80,5 +80,3 @@ _gsdata_/
 # PolarMorphism/eur_w_ld_chr*
 # PolarMorphism/proxySearch_CAC_CAD*
 
-
-
diff --git a/README.md b/README.md
index 106e5ef..f54e2d0 100644
--- a/README.md
+++ b/README.md
@@ -23,14 +23,6 @@ You can load this project in RStudio by opening the file called 'AE_OLINK_LPL_an
 #### Project structure
 
 <!--  You can add rows to this table, using "|" to separate columns.         -->
-File                        | Description                | Usage         
---------------------------- | -------------------------- | --------------
-README.md                   | Description of project     | Human editable
-AE_OLINK_LPL_and_MACE.Rproj | Project file               | Loads project 
-LICENSE                     | User permissions           | Read only     
-.worcs                      | WORCS metadata YAML        | Read only     
-prepare_data.R              | Script to process raw data | Human editable
-renv.lock                   | Reproducible R environment | Read only     
 File                        | Description                 | Usage         
 --------------------------- | --------------------------- | --------------
 README.md                   | Description of project      | Human editable
diff --git a/renv.lock b/renv.lock
index 52c7b7f..aec9843 100644
--- a/renv.lock
+++ b/renv.lock
@@ -8,7 +8,26 @@
       }
     ]
   },
+  "Bioconductor": {
+    "Version": "3.15"
+  },
   "Packages": {
+    "BiocManager": {
+      "Package": "BiocManager",
+      "Version": "1.30.18",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "b1a93bed5debda5775636086fdca017b",
+      "Requirements": []
+    },
+    "MASS": {
+      "Package": "MASS",
+      "Version": "7.3-58",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "4bf2c61e656bbc238634c798c208d386",
+      "Requirements": []
+    },
     "Matrix": {
       "Package": "Matrix",
       "Version": "1.4-1",
@@ -19,6 +38,16 @@
         "lattice"
       ]
     },
+    "MatrixModels": {
+      "Package": "MatrixModels",
+      "Version": "0.5-0",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "366a8838782928e398b8762c932a42a3",
+      "Requirements": [
+        "Matrix"
+      ]
+    },
     "R6": {
       "Package": "R6",
       "Version": "2.5.1",
@@ -27,6 +56,14 @@
       "Hash": "470851b6d5d0ac559e9d01bb352b4021",
       "Requirements": []
     },
+    "RColorBrewer": {
+      "Package": "RColorBrewer",
+      "Version": "1.1-3",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "45f0398006e83a5b10b72a90663d8d8c",
+      "Requirements": []
+    },
     "Rcpp": {
       "Package": "Rcpp",
       "Version": "1.0.9",
@@ -46,6 +83,22 @@
         "Rcpp"
       ]
     },
+    "SparseM": {
+      "Package": "SparseM",
+      "Version": "1.81",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "2042cd9759cc89a453c4aefef0ce9aae",
+      "Requirements": []
+    },
+    "abind": {
+      "Package": "abind",
+      "Version": "1.4-5",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "4f57884290cc75ab22f4af9e9d4ca862",
+      "Requirements": []
+    },
     "askpass": {
       "Package": "askpass",
       "Version": "1.1",
@@ -56,6 +109,14 @@
         "sys"
       ]
     },
+    "backports": {
+      "Package": "backports",
+      "Version": "1.4.1",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "c39fbec8a30d23e721980b8afb31984c",
+      "Requirements": []
+    },
     "base64enc": {
       "Package": "base64enc",
       "Version": "0.1-3",
@@ -64,6 +125,50 @@
       "Hash": "543776ae6848fde2f48ff3816d0628bc",
       "Requirements": []
     },
+    "boot": {
+      "Package": "boot",
+      "Version": "1.3-28",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "0baa960e3b49c6176a4f42addcbacc59",
+      "Requirements": []
+    },
+    "brew": {
+      "Package": "brew",
+      "Version": "1.0-7",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "38875ea52350ff4b4c03849fc69736c8",
+      "Requirements": []
+    },
+    "brio": {
+      "Package": "brio",
+      "Version": "1.1.3",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "976cf154dfb043c012d87cddd8bca363",
+      "Requirements": []
+    },
+    "broom": {
+      "Package": "broom",
+      "Version": "1.0.0",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "c948329889c7b24a4201df3aef5058c2",
+      "Requirements": [
+        "backports",
+        "dplyr",
+        "ellipsis",
+        "generics",
+        "ggplot2",
+        "glue",
+        "purrr",
+        "rlang",
+        "stringr",
+        "tibble",
+        "tidyr"
+      ]
+    },
     "bslib": {
       "Package": "bslib",
       "Version": "0.4.0",
@@ -91,6 +196,44 @@
         "rlang"
       ]
     },
+    "callr": {
+      "Package": "callr",
+      "Version": "3.7.1",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "2fda237f24bc56508f31394beaa56877",
+      "Requirements": [
+        "R6",
+        "processx"
+      ]
+    },
+    "car": {
+      "Package": "car",
+      "Version": "3.1-0",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "afd3f5c7d144f00d05db8e7701af7829",
+      "Requirements": [
+        "MASS",
+        "abind",
+        "carData",
+        "lme4",
+        "maptools",
+        "mgcv",
+        "nlme",
+        "nnet",
+        "pbkrtest",
+        "quantreg"
+      ]
+    },
+    "carData": {
+      "Package": "carData",
+      "Version": "3.0-5",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "ac6cdb8552c61bd36b0e54d07cf2aab7",
+      "Requirements": []
+    },
     "cli": {
       "Package": "cli",
       "Version": "3.3.0",
@@ -109,6 +252,51 @@
       "Hash": "3f038e5ac7f41d4ac41ce658c85e3042",
       "Requirements": []
     },
+    "colorspace": {
+      "Package": "colorspace",
+      "Version": "2.0-3",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "bb4341986bc8b914f0f0acf2e4a3f2f7",
+      "Requirements": []
+    },
+    "commonmark": {
+      "Package": "commonmark",
+      "Version": "1.8.0",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "2ba81b120c1655ab696c935ef33ea716",
+      "Requirements": []
+    },
+    "corrplot": {
+      "Package": "corrplot",
+      "Version": "0.92",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "fcf11a91936fd5047b2ee9bc00595e36",
+      "Requirements": []
+    },
+    "cowplot": {
+      "Package": "cowplot",
+      "Version": "1.1.1",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "b418e8423699d11c7f2087c2bfd07da2",
+      "Requirements": [
+        "ggplot2",
+        "gtable",
+        "rlang",
+        "scales"
+      ]
+    },
+    "cpp11": {
+      "Package": "cpp11",
+      "Version": "0.4.2",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "fa53ce256cd280f468c080a58ea5ba8c",
+      "Requirements": []
+    },
     "crayon": {
       "Package": "crayon",
       "Version": "1.5.1",
@@ -139,6 +327,14 @@
       "Hash": "022c42d49c28e95d69ca60446dbabf88",
       "Requirements": []
     },
+    "data.table": {
+      "Package": "data.table",
+      "Version": "1.14.2",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "36b67b5adf57b292923f5659f5f0c853",
+      "Requirements": []
+    },
     "desc": {
       "Package": "desc",
       "Version": "1.4.1",
@@ -151,6 +347,46 @@
         "rprojroot"
       ]
     },
+    "devtools": {
+      "Package": "devtools",
+      "Version": "2.4.4",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "d6ad91ae6533b84d227bb0b5262c111f",
+      "Requirements": [
+        "cli",
+        "desc",
+        "ellipsis",
+        "fs",
+        "lifecycle",
+        "memoise",
+        "miniUI",
+        "pkgbuild",
+        "pkgdown",
+        "pkgload",
+        "profvis",
+        "rcmdcheck",
+        "remotes",
+        "rlang",
+        "roxygen2",
+        "rversions",
+        "sessioninfo",
+        "testthat",
+        "urlchecker",
+        "usethis",
+        "withr"
+      ]
+    },
+    "diffobj": {
+      "Package": "diffobj",
+      "Version": "0.3.5",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "bcaa8b95f8d7d01a5dedfd959ce88ab8",
+      "Requirements": [
+        "crayon"
+      ]
+    },
     "digest": {
       "Package": "digest",
       "Version": "0.6.29",
@@ -159,6 +395,54 @@
       "Hash": "cf6b206a045a684728c3267ef7596190",
       "Requirements": []
     },
+    "downlit": {
+      "Package": "downlit",
+      "Version": "0.4.2",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "79bf3f66590752ffbba20f8d2da94c7c",
+      "Requirements": [
+        "brio",
+        "desc",
+        "digest",
+        "evaluate",
+        "fansi",
+        "memoise",
+        "rlang",
+        "vctrs",
+        "withr",
+        "yaml"
+      ]
+    },
+    "dplyr": {
+      "Package": "dplyr",
+      "Version": "1.0.9",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "f0bda1627a7f5d3f9a0b5add931596ac",
+      "Requirements": [
+        "R6",
+        "generics",
+        "glue",
+        "lifecycle",
+        "magrittr",
+        "pillar",
+        "rlang",
+        "tibble",
+        "tidyselect",
+        "vctrs"
+      ]
+    },
+    "ellipsis": {
+      "Package": "ellipsis",
+      "Version": "0.3.2",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "bb0eec2fe32e88d9e2836c2f73ea2077",
+      "Requirements": [
+        "rlang"
+      ]
+    },
     "evaluate": {
       "Package": "evaluate",
       "Version": "0.15",
@@ -167,6 +451,22 @@
       "Hash": "699a7a93d08c962d9f8950b2d7a227f1",
       "Requirements": []
     },
+    "fansi": {
+      "Package": "fansi",
+      "Version": "1.0.3",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "83a8afdbe71839506baa9f90eebad7ec",
+      "Requirements": []
+    },
+    "farver": {
+      "Package": "farver",
+      "Version": "2.1.1",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "8106d78941f34855c440ddb946b8f7a5",
+      "Requirements": []
+    },
     "fastmap": {
       "Package": "fastmap",
       "Version": "1.1.0",
@@ -175,6 +475,25 @@
       "Hash": "77bd60a6157420d4ffa93b27cf6a58b8",
       "Requirements": []
     },
+    "fontawesome": {
+      "Package": "fontawesome",
+      "Version": "0.3.0",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "a36c4a3eade472039a3ec8cb824e6dc4",
+      "Requirements": [
+        "htmltools",
+        "rlang"
+      ]
+    },
+    "foreign": {
+      "Package": "foreign",
+      "Version": "0.8-82",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "32b25c97ce306a760c4d9f787991b5d9",
+      "Requirements": []
+    },
     "fs": {
       "Package": "fs",
       "Version": "1.5.2",
@@ -183,6 +502,14 @@
       "Hash": "7c89603d81793f0d5486d91ab1fc6f1d",
       "Requirements": []
     },
+    "generics": {
+      "Package": "generics",
+      "Version": "0.1.3",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "15e9634c0fcd294799e9b2e929ed1b86",
+      "Requirements": []
+    },
     "gert": {
       "Package": "gert",
       "Version": "1.6.0",
@@ -198,6 +525,84 @@
         "zip"
       ]
     },
+    "ggplot2": {
+      "Package": "ggplot2",
+      "Version": "3.3.6",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "0fb26d0674c82705c6b701d1a61e02ea",
+      "Requirements": [
+        "MASS",
+        "digest",
+        "glue",
+        "gtable",
+        "isoband",
+        "mgcv",
+        "rlang",
+        "scales",
+        "tibble",
+        "withr"
+      ]
+    },
+    "ggpubr": {
+      "Package": "ggpubr",
+      "Version": "0.4.0",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "77089557d374c69db7cb77e65f0d6ab0",
+      "Requirements": [
+        "cowplot",
+        "dplyr",
+        "ggplot2",
+        "ggrepel",
+        "ggsci",
+        "ggsignif",
+        "glue",
+        "gridExtra",
+        "magrittr",
+        "polynom",
+        "purrr",
+        "rlang",
+        "rstatix",
+        "scales",
+        "tibble",
+        "tidyr"
+      ]
+    },
+    "ggrepel": {
+      "Package": "ggrepel",
+      "Version": "0.9.1",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "08ab869f37e6a7741a64ab9069bcb67d",
+      "Requirements": [
+        "Rcpp",
+        "ggplot2",
+        "rlang",
+        "scales"
+      ]
+    },
+    "ggsci": {
+      "Package": "ggsci",
+      "Version": "2.9",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "81ccb8213ed592598210afd10c3a5936",
+      "Requirements": [
+        "ggplot2",
+        "scales"
+      ]
+    },
+    "ggsignif": {
+      "Package": "ggsignif",
+      "Version": "0.6.3",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "2e82e829a1c4a6c5d41921c177051e85",
+      "Requirements": [
+        "ggplot2"
+      ]
+    },
     "gh": {
       "Package": "gh",
       "Version": "1.3.0",
@@ -228,6 +633,24 @@
       "Hash": "4f2596dfb05dac67b9dc558e5c6fba2e",
       "Requirements": []
     },
+    "gridExtra": {
+      "Package": "gridExtra",
+      "Version": "2.3",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "7d7f283939f563670a697165b2cf5560",
+      "Requirements": [
+        "gtable"
+      ]
+    },
+    "gtable": {
+      "Package": "gtable",
+      "Version": "0.3.0",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "ac5c6baf7822ce8732b343f14c072c4d",
+      "Requirements": []
+    },
     "highr": {
       "Package": "highr",
       "Version": "0.9",
@@ -251,6 +674,31 @@
         "rlang"
       ]
     },
+    "htmlwidgets": {
+      "Package": "htmlwidgets",
+      "Version": "1.5.4",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "76147821cd3fcd8c4b04e1ef0498e7fb",
+      "Requirements": [
+        "htmltools",
+        "jsonlite",
+        "yaml"
+      ]
+    },
+    "httpuv": {
+      "Package": "httpuv",
+      "Version": "1.6.5",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "97fe71f0a4a1c9890e6c2128afa04bc0",
+      "Requirements": [
+        "R6",
+        "Rcpp",
+        "later",
+        "promises"
+      ]
+    },
     "httr": {
       "Package": "httr",
       "Version": "1.4.3",
@@ -273,6 +721,14 @@
       "Hash": "6154ec2223172bce8162d4153cda21f7",
       "Requirements": []
     },
+    "isoband": {
+      "Package": "isoband",
+      "Version": "0.2.5",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "7ab57a6de7f48a8dc84910d1eca42883",
+      "Requirements": []
+    },
     "jquerylib": {
       "Package": "jquerylib",
       "Version": "0.1.4",
@@ -305,6 +761,25 @@
         "yaml"
       ]
     },
+    "labeling": {
+      "Package": "labeling",
+      "Version": "0.4.2",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "3d5108641f47470611a32d0bdf357a72",
+      "Requirements": []
+    },
+    "later": {
+      "Package": "later",
+      "Version": "1.3.0",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "7e7b457d7766bc47f2a5f21cc2984f8e",
+      "Requirements": [
+        "Rcpp",
+        "rlang"
+      ]
+    },
     "lattice": {
       "Package": "lattice",
       "Version": "0.20-45",
@@ -324,6 +799,24 @@
         "rlang"
       ]
     },
+    "lme4": {
+      "Package": "lme4",
+      "Version": "1.1-30",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "d9d5f45b57f68785c350504c0329d285",
+      "Requirements": [
+        "MASS",
+        "Matrix",
+        "Rcpp",
+        "RcppEigen",
+        "boot",
+        "lattice",
+        "minqa",
+        "nlme",
+        "nloptr"
+      ]
+    },
     "magrittr": {
       "Package": "magrittr",
       "Version": "2.0.3",
@@ -332,6 +825,18 @@
       "Hash": "7ce2733a9826b3aeb1775d56fd305472",
       "Requirements": []
     },
+    "maptools": {
+      "Package": "maptools",
+      "Version": "1.1-4",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "e60a1728ad29c48a3491777e0c55a07d",
+      "Requirements": [
+        "foreign",
+        "lattice",
+        "sp"
+      ]
+    },
     "memoise": {
       "Package": "memoise",
       "Version": "2.0.1",
@@ -343,14 +848,92 @@
         "rlang"
       ]
     },
-    "mime": {
-      "Package": "mime",
-      "Version": "0.12",
+    "mgcv": {
+      "Package": "mgcv",
+      "Version": "1.8-40",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "c6b2fdb18cf68ab613bd564363e1ba0d",
+      "Requirements": [
+        "Matrix",
+        "nlme"
+      ]
+    },
+    "mime": {
+      "Package": "mime",
+      "Version": "0.12",
       "Source": "Repository",
       "Repository": "CRAN",
       "Hash": "18e9c28c1d3ca1560ce30658b22ce104",
       "Requirements": []
     },
+    "miniUI": {
+      "Package": "miniUI",
+      "Version": "0.1.1.1",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "fec5f52652d60615fdb3957b3d74324a",
+      "Requirements": [
+        "htmltools",
+        "shiny"
+      ]
+    },
+    "minqa": {
+      "Package": "minqa",
+      "Version": "1.2.4",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "eaee7d2a6f3ed4491df868611cb064cc",
+      "Requirements": [
+        "Rcpp"
+      ]
+    },
+    "munsell": {
+      "Package": "munsell",
+      "Version": "0.5.0",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "6dfe8bf774944bd5595785e3229d8771",
+      "Requirements": [
+        "colorspace"
+      ]
+    },
+    "nlme": {
+      "Package": "nlme",
+      "Version": "3.1-158",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "9469aeaeddf4f48a7ac70877d0b7ba36",
+      "Requirements": [
+        "lattice"
+      ]
+    },
+    "nloptr": {
+      "Package": "nloptr",
+      "Version": "2.0.3",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "277c67a08f358f42b6a77826e4492f79",
+      "Requirements": [
+        "testthat"
+      ]
+    },
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+      "Version": "7.3-17",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "cb1d8d9f300a7e536b89c8a88c53f610",
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+    },
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+      "Package": "numDeriv",
+      "Version": "2016.8-1.1",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "df58958f293b166e4ab885ebcad90e02",
+      "Requirements": []
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     "openssl": {
       "Package": "openssl",
       "Version": "2.0.2",
@@ -361,6 +944,136 @@
         "askpass"
       ]
     },
+    "pbkrtest": {
+      "Package": "pbkrtest",
+      "Version": "0.5.1",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "b304ff5955f37b48bd30518faf582929",
+      "Requirements": [
+        "MASS",
+        "Matrix",
+        "broom",
+        "dplyr",
+        "knitr",
+        "lme4",
+        "magrittr",
+        "numDeriv"
+      ]
+    },
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+      "Version": "1.8.0",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "f95cf85794546c4ac2b9a6ca42e671ff",
+      "Requirements": [
+        "cli",
+        "fansi",
+        "glue",
+        "lifecycle",
+        "rlang",
+        "utf8",
+        "vctrs"
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+      "Version": "1.3.1",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "66d2adfed274daf81ccfe77d974c3b9b",
+      "Requirements": [
+        "R6",
+        "callr",
+        "cli",
+        "crayon",
+        "desc",
+        "prettyunits",
+        "rprojroot",
+        "withr"
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+      "Version": "2.0.3",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "01f28d4278f15c76cddbea05899c5d6f",
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+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "f958d0b2a5dabc5ffd414f062b1ffbe7",
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+        "bslib",
+        "callr",
+        "cli",
+        "desc",
+        "digest",
+        "downlit",
+        "fs",
+        "httr",
+        "jsonlite",
+        "magrittr",
+        "memoise",
+        "purrr",
+        "ragg",
+        "rlang",
+        "rmarkdown",
+        "tibble",
+        "whisker",
+        "withr",
+        "xml2",
+        "yaml"
+      ]
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+      "Version": "1.3.0",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "4b20f937a363c78a5730265c1925f54a",
+      "Requirements": [
+        "cli",
+        "crayon",
+        "desc",
+        "fs",
+        "glue",
+        "rlang",
+        "rprojroot",
+        "withr"
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+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "9c17c6ee41639ebdc1d7266546d3b627",
+      "Requirements": [
+        "Rcpp"
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+    },
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+      "Version": "1.4-1",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "ceb5c2a59ba33d42d051285a3e8a5118",
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+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "a555924add98c99d2f411e37e7d25e9f",
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     "prereg": {
       "Package": "prereg",
       "Version": "0.6.0",
@@ -371,6 +1084,58 @@
         "rmarkdown"
       ]
     },
+    "prettyunits": {
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+      "Version": "1.1.1",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "95ef9167b75dde9d2ccc3c7528393e7e",
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+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "f91df0f5f31ffdf88bc0b624f5ebab0f",
+      "Requirements": [
+        "R6",
+        "ps"
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+      "Version": "0.3.7",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "e9d21e79848e02e524bea6f5bd53e7e4",
+      "Requirements": [
+        "htmlwidgets",
+        "stringr"
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+    },
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+      "Version": "1.2.0.1",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "4ab2c43adb4d4699cf3690acd378d75d",
+      "Requirements": [
+        "R6",
+        "Rcpp",
+        "later",
+        "magrittr",
+        "rlang"
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+      "Version": "1.7.1",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "8b93531308c01ad0e56d9eadcc0c4fcd",
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     "purrr": {
       "Package": "purrr",
       "Version": "0.3.4",
@@ -382,6 +1147,31 @@
         "rlang"
       ]
     },
+    "quantreg": {
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+      "Version": "5.94",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "b8b2b861526c344a7e16e5991fa5a4ab",
+      "Requirements": [
+        "MASS",
+        "Matrix",
+        "MatrixModels",
+        "SparseM",
+        "survival"
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+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "14932bb6f2739c771ca4ceaba6b4248e",
+      "Requirements": [
+        "systemfonts",
+        "textshaping"
+      ]
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@@ -402,6 +1192,45 @@
       "Hash": "5e3c5dc0b071b21fa128676560dbe94d",
       "Requirements": []
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+      "Source": "Repository",
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+      "Hash": "8f25ebe2ec38b1f2aef3b0d2ef76f6c4",
+      "Requirements": [
+        "R6",
+        "callr",
+        "cli",
+        "curl",
+        "desc",
+        "digest",
+        "pkgbuild",
+        "prettyunits",
+        "rprojroot",
+        "sessioninfo",
+        "withr",
+        "xopen"
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+      "Version": "2.1.2",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "76c9e04c712a05848ae7a23d2f170a40",
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+      "Hash": "227045be9aee47e6dda9bb38ac870d67",
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@@ -410,6 +1239,18 @@
       "Hash": "6a38294e7d12f5d8e656b08c5bd8ae34",
       "Requirements": []
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+      "Repository": "CRAN",
+      "Hash": "bb5996d0bd962d214a11140d77589917",
+      "Requirements": [
+        "Rcpp",
+        "plyr",
+        "stringr"
+      ]
+    },
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       "Package": "rlang",
       "Version": "1.0.4",
@@ -437,6 +1278,30 @@
         "yaml"
       ]
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+      "Version": "7.2.1",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "da1f278262e563c835345872f2fef537",
+      "Requirements": [
+        "R6",
+        "brew",
+        "cli",
+        "commonmark",
+        "cpp11",
+        "desc",
+        "digest",
+        "knitr",
+        "pkgload",
+        "purrr",
+        "rlang",
+        "stringi",
+        "stringr",
+        "withr",
+        "xml2"
+      ]
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@@ -445,6 +1310,26 @@
       "Hash": "1de7ab598047a87bba48434ba35d497d",
       "Requirements": []
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+      "Version": "0.7.0",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "aa020f8efde649badd0b2b5456e942fe",
+      "Requirements": [
+        "broom",
+        "car",
+        "corrplot",
+        "dplyr",
+        "generics",
+        "magrittr",
+        "purrr",
+        "rlang",
+        "tibble",
+        "tidyr",
+        "tidyselect"
+      ]
+    },
     "rstudioapi": {
       "Package": "rstudioapi",
       "Version": "0.13",
@@ -467,6 +1352,17 @@
         "yaml"
       ]
     },
+    "rversions": {
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+      "Version": "2.1.1",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "f88fab00907b312f8b23ec13e2d437cb",
+      "Requirements": [
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+        "xml2"
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       "Package": "sass",
       "Version": "0.4.2",
@@ -481,6 +1377,80 @@
         "rlang"
       ]
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+      "Version": "1.2.0",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "6e8750cdd13477aa440d453da93d5cac",
+      "Requirements": [
+        "R6",
+        "RColorBrewer",
+        "farver",
+        "labeling",
+        "lifecycle",
+        "munsell",
+        "rlang",
+        "viridisLite"
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+      "Version": "1.2.2",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "3f9796a8d0a0e8c6eb49a4b029359d1f",
+      "Requirements": [
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+      "Version": "1.7.2",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "4f7970a3edb0a153ac6b376785a1944a",
+      "Requirements": [
+        "R6",
+        "bslib",
+        "cachem",
+        "commonmark",
+        "crayon",
+        "ellipsis",
+        "fastmap",
+        "fontawesome",
+        "glue",
+        "htmltools",
+        "httpuv",
+        "jsonlite",
+        "later",
+        "lifecycle",
+        "mime",
+        "promises",
+        "rlang",
+        "sourcetools",
+        "withr",
+        "xtable"
+      ]
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+      "Version": "0.1.7",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "947e4e02a79effa5d512473e10f41797",
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+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "2a118bdd2db0a301711e0a9e3e3206d5",
+      "Requirements": [
+        "lattice"
+      ]
+    },
     "stringi": {
       "Package": "stringi",
       "Version": "1.7.8",
@@ -501,6 +1471,16 @@
         "stringi"
       ]
     },
+    "survival": {
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+      "Version": "3.3-1",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "f6189c70451d3d68e0d571235576e833",
+      "Requirements": [
+        "Matrix"
+      ]
+    },
     "sys": {
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       "Version": "3.4",
@@ -509,6 +1489,105 @@
       "Hash": "b227d13e29222b4574486cfcbde077fa",
       "Requirements": []
     },
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+      "Version": "1.0.4",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "90b28393209827327de889f49935140a",
+      "Requirements": [
+        "cpp11"
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+      "Version": "3.1.4",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "f76c2a02d0fdc24aa7a47ea34261a6e3",
+      "Requirements": [
+        "R6",
+        "brio",
+        "callr",
+        "cli",
+        "crayon",
+        "desc",
+        "digest",
+        "ellipsis",
+        "evaluate",
+        "jsonlite",
+        "lifecycle",
+        "magrittr",
+        "pkgload",
+        "praise",
+        "processx",
+        "ps",
+        "rlang",
+        "waldo",
+        "withr"
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+      "Version": "0.3.6",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "1ab6223d3670fac7143202cb6a2d43d5",
+      "Requirements": [
+        "cpp11",
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+      "Version": "3.1.8",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "56b6934ef0f8c68225949a8672fe1a8f",
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+        "fansi",
+        "lifecycle",
+        "magrittr",
+        "pillar",
+        "pkgconfig",
+        "rlang",
+        "vctrs"
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+      "Version": "1.2.0",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "d8b95b7fee945d7da6888cf7eb71a49c",
+      "Requirements": [
+        "cpp11",
+        "dplyr",
+        "ellipsis",
+        "glue",
+        "lifecycle",
+        "magrittr",
+        "purrr",
+        "rlang",
+        "tibble",
+        "tidyselect",
+        "vctrs"
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+      "Version": "1.1.2",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "17f6da8cfd7002760a859915ce7eef8f",
+      "Requirements": [
+        "ellipsis",
+        "glue",
+        "purrr",
+        "rlang",
+        "vctrs"
+      ]
+    },
     "tinytex": {
       "Package": "tinytex",
       "Version": "0.40",
@@ -519,6 +1598,18 @@
         "xfun"
       ]
     },
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+      "Version": "1.0.1",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "409328b8e1253c8d729a7836fe7f7a16",
+      "Requirements": [
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+        "curl",
+        "xml2"
+      ]
+    },
     "usethis": {
       "Package": "usethis",
       "Version": "2.1.6",
@@ -547,6 +1638,50 @@
         "yaml"
       ]
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+    "utf8": {
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+      "Version": "1.2.2",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "c9c462b759a5cc844ae25b5942654d13",
+      "Requirements": []
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+      "Version": "0.4.1",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "8b54f22e2a58c4f275479c92ce041a57",
+      "Requirements": [
+        "cli",
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+        "rlang"
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+      "Version": "0.4.0",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "55e157e2aa88161bdb0754218470d204",
+      "Requirements": []
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+      "Version": "0.4.0",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "035fba89d0c86e2113120f93301b98ad",
+      "Requirements": [
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+        "diffobj",
+        "fansi",
+        "glue",
+        "rematch2",
+        "rlang",
+        "tibble"
+      ]
+    },
     "whisker": {
       "Package": "whisker",
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@@ -592,6 +1727,32 @@
       "Hash": "a318c6f752b8dcfe9fb74d897418ab2b",
       "Requirements": []
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+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "40682ed6a969ea5abfd351eb67833adc",
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+      "Hash": "6c85f015dee9cc7710ddd20f86881f58",
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+      "Version": "1.8-4",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "b8acdf8af494d9ec19ccb2481a9b11c2",
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