Here, we have documented the motivating examples in our manuscript. They include generative models for simulating, together with brms code, and plots. Use the menu to access the different parts.
This repository uses the renv package to make it easier to rerun analyses using the same setup and package versions that were used to create them.
library(tidyverse)
library(brms)
library(bayesplot)
library(cowplot)
library(renv)
sessionInfo()## R version 4.0.3 (2020-10-10)
## Platform: x86_64-apple-darwin17.0 (64-bit)
## Running under: macOS Mojave 10.14.6
##
## Matrix products: default
## BLAS: /Library/Frameworks/R.framework/Versions/4.0/Resources/lib/libRblas.dylib
## LAPACK: /Library/Frameworks/R.framework/Versions/4.0/Resources/lib/libRlapack.dylib
##
## locale:
## [1] en_US.UTF-8/en_US.UTF-8/en_US.UTF-8/C/en_US.UTF-8/en_US.UTF-8
##
## attached base packages:
## [1] stats graphics grDevices datasets utils methods base
##
## other attached packages:
## [1] renv_0.12.0 cowplot_1.1.0 bayesplot_1.7.2 brms_2.13.9
## [5] Rcpp_1.0.5 forcats_0.5.0 stringr_1.4.0 dplyr_1.0.2
## [9] purrr_0.3.4 readr_1.3.1 tidyr_1.1.2 tibble_3.0.3
## [13] ggplot2_3.3.2 tidyverse_1.3.0
##
## loaded via a namespace (and not attached):
## [1] colorspace_1.4-1 ellipsis_0.3.1 ggridges_0.5.2
## [4] rsconnect_0.8.16 markdown_1.1 base64enc_0.1-3
## [7] fs_1.5.0 rstudioapi_0.11 rstan_2.21.1
## [10] DT_0.15 fansi_0.4.1 mvtnorm_1.1-1
## [13] lubridate_1.7.9 xml2_1.3.2 codetools_0.2-16
## [16] bridgesampling_1.0-0 knitr_1.30 shinythemes_1.1.2
## [19] jsonlite_1.7.1 broom_0.7.0 dbplyr_1.4.4
## [22] shiny_1.5.0 compiler_4.0.3 httr_1.4.2
## [25] backports_1.1.10 assertthat_0.2.1 Matrix_1.2-18
## [28] fastmap_1.0.1 cli_2.0.2 later_1.1.0.1
## [31] htmltools_0.5.0 prettyunits_1.1.1 tools_4.0.3
## [34] igraph_1.2.5 coda_0.19-3 gtable_0.3.0
## [37] glue_1.4.2 reshape2_1.4.4 V8_3.2.0
## [40] cellranger_1.1.0 vctrs_0.3.4 nlme_3.1-149
## [43] crosstalk_1.1.0.1 xfun_0.17 ps_1.3.4
## [46] rvest_0.3.6 mime_0.9 miniUI_0.1.1.1
## [49] lifecycle_0.2.0 gtools_3.8.2 zoo_1.8-8
## [52] scales_1.1.1 colourpicker_1.1.0 hms_0.5.3
## [55] promises_1.1.1 Brobdingnag_1.2-6 parallel_4.0.3
## [58] inline_0.3.16 shinystan_2.5.0 yaml_2.2.1
## [61] curl_4.3 gridExtra_2.3 StanHeaders_2.21.0-6
## [64] loo_2.3.1 stringi_1.5.3 dygraphs_1.1.1.6
## [67] pkgbuild_1.1.0 rlang_0.4.7 pkgconfig_2.0.3
## [70] matrixStats_0.56.0 evaluate_0.14 lattice_0.20-41
## [73] rstantools_2.1.1 htmlwidgets_1.5.1 tidyselect_1.1.0
## [76] processx_3.4.4 plyr_1.8.6 magrittr_1.5
## [79] R6_2.4.1 generics_0.0.2 DBI_1.1.0
## [82] pillar_1.4.6 haven_2.3.1 withr_2.3.0
## [85] xts_0.12.1 abind_1.4-5 modelr_0.1.8
## [88] crayon_1.3.4 rmarkdown_2.5 grid_4.0.3
## [91] readxl_1.3.1 blob_1.2.1 callr_3.4.4
## [94] threejs_0.3.3 reprex_0.3.0 digest_0.6.25
## [97] xtable_1.8-4 httpuv_1.5.4 RcppParallel_5.0.2
## [100] stats4_4.0.3 munsell_0.5.0 shinyjs_2.0.0cat(readLines("renv.lock"), sep = "\n")## {
## "R": {
## "Version": "4.0.3",
## "Repositories": [
## {
## "Name": "CRAN",
## "URL": "https://cran.rstudio.com"
## }
## ]
## },
## "Packages": {
## "BH": {
## "Package": "BH",
## "Version": "1.72.0-3",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "8f9ce74c6417d61f0782cbae5fd2b7b0"
## },
## "Brobdingnag": {
## "Package": "Brobdingnag",
## "Version": "1.2-6",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "365629a3ac7243df8ed6ac88a606d9fe"
## },
## "DBI": {
## "Package": "DBI",
## "Version": "1.1.0",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "4744be45519d675af66c28478720fce5"
## },
## "DT": {
## "Package": "DT",
## "Version": "0.15",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "85738c69035e67ec4b484a5e02640ef6"
## },
## "MASS": {
## "Package": "MASS",
## "Version": "7.3-53",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "d1bc1c8e9c0ace57ec9ffea01021d45f"
## },
## "Matrix": {
## "Package": "Matrix",
## "Version": "1.2-18",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "08588806cba69f04797dab50627428ed"
## },
## "R6": {
## "Package": "R6",
## "Version": "2.4.1",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "292b54f8f4b94669b08f94e5acce6be2"
## },
## "RColorBrewer": {
## "Package": "RColorBrewer",
## "Version": "1.1-2",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "e031418365a7f7a766181ab5a41a5716"
## },
## "Rcpp": {
## "Package": "Rcpp",
## "Version": "1.0.5",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "125dc7a0ed375eb68c0ce533b48d291f"
## },
## "RcppEigen": {
## "Package": "RcppEigen",
## "Version": "0.3.3.7.0",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "c6faf038ba4346b1de19ad7c99b8f94a"
## },
## "RcppParallel": {
## "Package": "RcppParallel",
## "Version": "5.0.2",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "551d50addb18c7b99637aa377a25afc8"
## },
## "StanHeaders": {
## "Package": "StanHeaders",
## "Version": "2.21.0-6",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "9da8818e00c8e3fc7c94d707523a0009"
## },
## "V8": {
## "Package": "V8",
## "Version": "3.2.0",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "3c172c3eba3972c896b73361bfa323d0"
## },
## "abind": {
## "Package": "abind",
## "Version": "1.4-5",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "4f57884290cc75ab22f4af9e9d4ca862"
## },
## "askpass": {
## "Package": "askpass",
## "Version": "1.1",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "e8a22846fff485f0be3770c2da758713"
## },
## "assertthat": {
## "Package": "assertthat",
## "Version": "0.2.1",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "50c838a310445e954bc13f26f26a6ecf"
## },
## "backports": {
## "Package": "backports",
## "Version": "1.1.10",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "05ffd2d4acb51aee70f1de68ad7a6aed"
## },
## "base64enc": {
## "Package": "base64enc",
## "Version": "0.1-3",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "543776ae6848fde2f48ff3816d0628bc"
## },
## "bayesplot": {
## "Package": "bayesplot",
## "Version": "1.7.2",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "e2835c474c3bd9f2bbc3a5adf804254f"
## },
## "blob": {
## "Package": "blob",
## "Version": "1.2.1",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "9addc7e2c5954eca5719928131fed98c"
## },
## "bridgesampling": {
## "Package": "bridgesampling",
## "Version": "1.0-0",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "5d4e99b6aae5e4e90edde77e0cf28fdc"
## },
## "brms": {
## "Package": "brms",
## "Version": "2.13.9",
## "Source": "GitHub",
## "RemoteType": "github",
## "RemoteHost": "api.github.com",
## "RemoteRepo": "brms",
## "RemoteUsername": "paul-buerkner",
## "RemoteRef": "HEAD",
## "RemoteSha": "eb0c17996d43ff58f48a6549b7e4b53cf5e3076c",
## "Hash": "e257a57954f1158253111d68fa822a53"
## },
## "broom": {
## "Package": "broom",
## "Version": "0.7.0",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "2ca5ae42f3bfd149504d63c833c2be26"
## },
## "callr": {
## "Package": "callr",
## "Version": "3.4.4",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "e56fe17ffeddfdcfcef40981e41e1c40"
## },
## "cellranger": {
## "Package": "cellranger",
## "Version": "1.1.0",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "f61dbaec772ccd2e17705c1e872e9e7c"
## },
## "checkmate": {
## "Package": "checkmate",
## "Version": "2.0.0",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "a667800d5f0350371bedeb8b8b950289"
## },
## "cli": {
## "Package": "cli",
## "Version": "2.0.2",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "ff0becff7bfdfe3f75d29aff8f3172dd"
## },
## "clipr": {
## "Package": "clipr",
## "Version": "0.7.0",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "08cf4045c149a0f0eaf405324c7495bd"
## },
## "coda": {
## "Package": "coda",
## "Version": "0.19-3",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "b177892d05d94358d282fcc303799593"
## },
## "codetools": {
## "Package": "codetools",
## "Version": "0.2-16",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "89cf4b8207269ccf82fbeb6473fd662b"
## },
## "colorspace": {
## "Package": "colorspace",
## "Version": "1.4-1",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "6b436e95723d1f0e861224dd9b094dfb"
## },
## "colourpicker": {
## "Package": "colourpicker",
## "Version": "1.1.0",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "fe0cb3d8854c168aef827aeab4b3b473"
## },
## "commonmark": {
## "Package": "commonmark",
## "Version": "1.7",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "0f22be39ec1d141fd03683c06f3a6e67"
## },
## "cowplot": {
## "Package": "cowplot",
## "Version": "1.1.0",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "870b41daf1a4c3640f2e3407a40c31b9"
## },
## "cpp11": {
## "Package": "cpp11",
## "Version": "0.2.1",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "c4c83167f43ca762a9fa998d4fead3ae"
## },
## "crayon": {
## "Package": "crayon",
## "Version": "1.3.4",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "0d57bc8e27b7ba9e45dba825ebc0de6b"
## },
## "crosstalk": {
## "Package": "crosstalk",
## "Version": "1.1.0.1",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "ae55f5d7c02f0ab43c58dd050694f2b4"
## },
## "curl": {
## "Package": "curl",
## "Version": "4.3",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "2b7d10581cc730804e9ed178c8374bd6"
## },
## "dbplyr": {
## "Package": "dbplyr",
## "Version": "1.4.4",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "2ba60a82dd9b6ca3cee0d8e2574cdf0e"
## },
## "desc": {
## "Package": "desc",
## "Version": "1.2.0",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "6c8fe8fa26a23b79949375d372c7b395"
## },
## "digest": {
## "Package": "digest",
## "Version": "0.6.25",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "f697db7d92b7028c4b3436e9603fb636"
## },
## "dplyr": {
## "Package": "dplyr",
## "Version": "1.0.2",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "d0509913b27ea898189ee664b6030dc2"
## },
## "dygraphs": {
## "Package": "dygraphs",
## "Version": "1.1.1.6",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "716869fffc16e282c118f8894e082a7d"
## },
## "ellipsis": {
## "Package": "ellipsis",
## "Version": "0.3.1",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "fd2844b3a43ae2d27e70ece2df1b4e2a"
## },
## "evaluate": {
## "Package": "evaluate",
## "Version": "0.14",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "ec8ca05cffcc70569eaaad8469d2a3a7"
## },
## "fansi": {
## "Package": "fansi",
## "Version": "0.4.1",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "7fce217eaaf8016e72065e85c73027b5"
## },
## "farver": {
## "Package": "farver",
## "Version": "2.0.3",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "dad6793a5a1f73c8e91f1a1e3e834b05"
## },
## "fastmap": {
## "Package": "fastmap",
## "Version": "1.0.1",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "83ab58a0518afe3d17e41da01af13b60"
## },
## "forcats": {
## "Package": "forcats",
## "Version": "0.5.0",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "1cb4279e697650f0bd78cd3601ee7576"
## },
## "fs": {
## "Package": "fs",
## "Version": "1.5.0",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "44594a07a42e5f91fac9f93fda6d0109"
## },
## "future": {
## "Package": "future",
## "Version": "1.19.1",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "224cbc34a2c97606b0e6311e3bd19e05"
## },
## "generics": {
## "Package": "generics",
## "Version": "0.0.2",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "b8cff1d1391fd1ad8b65877f4c7f2e53"
## },
## "ggplot2": {
## "Package": "ggplot2",
## "Version": "3.3.2",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "4ded8b439797f7b1693bd3d238d0106b"
## },
## "ggridges": {
## "Package": "ggridges",
## "Version": "0.5.2",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "b5c4e55a3856dff3c05595630a40edfc"
## },
## "ggthemes": {
## "Package": "ggthemes",
## "Version": "4.2.0",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "dfa67ccc3fb199f102a34d557ec1ff45"
## },
## "globals": {
## "Package": "globals",
## "Version": "0.13.0",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "0195566df9ebe00c615c097a778fe943"
## },
## "glue": {
## "Package": "glue",
## "Version": "1.4.2",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "6efd734b14c6471cfe443345f3e35e29"
## },
## "gridExtra": {
## "Package": "gridExtra",
## "Version": "2.3",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "7d7f283939f563670a697165b2cf5560"
## },
## "gtable": {
## "Package": "gtable",
## "Version": "0.3.0",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "ac5c6baf7822ce8732b343f14c072c4d"
## },
## "gtools": {
## "Package": "gtools",
## "Version": "3.8.2",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "0a749b4458d19a54acae93c64e3e7c85"
## },
## "haven": {
## "Package": "haven",
## "Version": "2.3.1",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "221d0ad75dfa03ebf17b1a4cc5c31dfc"
## },
## "highr": {
## "Package": "highr",
## "Version": "0.8",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "4dc5bb88961e347a0f4d8aad597cbfac"
## },
## "hms": {
## "Package": "hms",
## "Version": "0.5.3",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "726671f634529d470545f9fd1a9d1869"
## },
## "htmltools": {
## "Package": "htmltools",
## "Version": "0.5.0",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "7d651b7131794fe007b1ad6f21aaa401"
## },
## "htmlwidgets": {
## "Package": "htmlwidgets",
## "Version": "1.5.1",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "41bace23583fbc25089edae324de2dc3"
## },
## "httpuv": {
## "Package": "httpuv",
## "Version": "1.5.4",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "4e6dabb220b006ccdc3b3b5ff993b205"
## },
## "httr": {
## "Package": "httr",
## "Version": "1.4.2",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "a525aba14184fec243f9eaec62fbed43"
## },
## "igraph": {
## "Package": "igraph",
## "Version": "1.2.5",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "3878c30ce67cdb7f2d7f72554e37f476"
## },
## "inline": {
## "Package": "inline",
## "Version": "0.3.16",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "9c4cbc9464c45e2d642eabe3d5e9789a"
## },
## "isoband": {
## "Package": "isoband",
## "Version": "0.2.2",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "6e58bd3d6b3dd82a944cd6f05ade228f"
## },
## "jsonlite": {
## "Package": "jsonlite",
## "Version": "1.7.1",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "1ec84e070b88b37ed169f19def40d47c"
## },
## "knitr": {
## "Package": "knitr",
## "Version": "1.30",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "eed7ee0d02eee88d53881cdc92457c62"
## },
## "labeling": {
## "Package": "labeling",
## "Version": "0.3",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "73832978c1de350df58108c745ed0e3e"
## },
## "later": {
## "Package": "later",
## "Version": "1.1.0.1",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "d0a62b247165aabf397fded504660d8a"
## },
## "lattice": {
## "Package": "lattice",
## "Version": "0.20-41",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "fbd9285028b0263d76d18c95ae51a53d"
## },
## "lazyeval": {
## "Package": "lazyeval",
## "Version": "0.2.2",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "d908914ae53b04d4c0c0fd72ecc35370"
## },
## "lifecycle": {
## "Package": "lifecycle",
## "Version": "0.2.0",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "361811f31f71f8a617a9a68bf63f1f42"
## },
## "listenv": {
## "Package": "listenv",
## "Version": "0.8.0",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "0bde42ee282efb18c7c4e63822f5b4f7"
## },
## "loo": {
## "Package": "loo",
## "Version": "2.3.1",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "31525c7bdf1254e185db6726b34a6eba"
## },
## "lubridate": {
## "Package": "lubridate",
## "Version": "1.7.9",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "fc1c91e2e8d9e1fc932e75aa1ed989b7"
## },
## "magrittr": {
## "Package": "magrittr",
## "Version": "1.5",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "1bb58822a20301cee84a41678e25d9b7"
## },
## "markdown": {
## "Package": "markdown",
## "Version": "1.1",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "61e4a10781dd00d7d81dd06ca9b94e95"
## },
## "matrixStats": {
## "Package": "matrixStats",
## "Version": "0.56.0",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "d16f18aeb023d7a80c090d9458fc75a6"
## },
## "mgcv": {
## "Package": "mgcv",
## "Version": "1.8-33",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "eb7b6439bc6d812eed2cddba5edc6be3"
## },
## "mime": {
## "Package": "mime",
## "Version": "0.9",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "e87a35ec73b157552814869f45a63aa3"
## },
## "miniUI": {
## "Package": "miniUI",
## "Version": "0.1.1.1",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "fec5f52652d60615fdb3957b3d74324a"
## },
## "mnormt": {
## "Package": "mnormt",
## "Version": "2.0.2",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "7e6ee68a01d6c87c69087d4a250ee763"
## },
## "modelr": {
## "Package": "modelr",
## "Version": "0.1.8",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "9fd59716311ee82cba83dc2826fc5577"
## },
## "munsell": {
## "Package": "munsell",
## "Version": "0.5.0",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "6dfe8bf774944bd5595785e3229d8771"
## },
## "mvtnorm": {
## "Package": "mvtnorm",
## "Version": "1.1-1",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "69fa7331e7410c2a2cb3f9868513904f"
## },
## "nleqslv": {
## "Package": "nleqslv",
## "Version": "3.3.2",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "bd00b0d9f6e1aa1462a89eb05d992b38"
## },
## "nlme": {
## "Package": "nlme",
## "Version": "3.1-149",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "7c24ab3a1e3afe50388eb2d893aab255"
## },
## "openssl": {
## "Package": "openssl",
## "Version": "1.4.3",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "a399e4773075fc2375b71f45fca186c4"
## },
## "packrat": {
## "Package": "packrat",
## "Version": "0.5.0",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "2ebd34a38f4248281096cc723535b66d"
## },
## "pillar": {
## "Package": "pillar",
## "Version": "1.4.6",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "bdf26e55ccb7df3e49a490150277f002"
## },
## "pkgbuild": {
## "Package": "pkgbuild",
## "Version": "1.1.0",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "404684bc4e3685007f9720adf13b06c1"
## },
## "pkgconfig": {
## "Package": "pkgconfig",
## "Version": "2.0.3",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "01f28d4278f15c76cddbea05899c5d6f"
## },
## "pkgload": {
## "Package": "pkgload",
## "Version": "1.1.0",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "b6b150cd4709e0c0c9b5d51ac4376282"
## },
## "plyr": {
## "Package": "plyr",
## "Version": "1.8.6",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "ec0e5ab4e5f851f6ef32cd1d1984957f"
## },
## "praise": {
## "Package": "praise",
## "Version": "1.0.0",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "a555924add98c99d2f411e37e7d25e9f"
## },
## "prettyunits": {
## "Package": "prettyunits",
## "Version": "1.1.1",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "95ef9167b75dde9d2ccc3c7528393e7e"
## },
## "processx": {
## "Package": "processx",
## "Version": "3.4.4",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "03446ed0b8129916f73676726cb3c48f"
## },
## "progress": {
## "Package": "progress",
## "Version": "1.2.2",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "14dc9f7a3c91ebb14ec5bb9208a07061"
## },
## "promises": {
## "Package": "promises",
## "Version": "1.1.1",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "a8730dcbdd19f9047774909f0ec214a4"
## },
## "ps": {
## "Package": "ps",
## "Version": "1.3.4",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "a54a7dfd68124abb2225dbfa9a85c457"
## },
## "psych": {
## "Package": "psych",
## "Version": "2.0.9",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "37e3b62b45abb6a52898a494403af1f1"
## },
## "purrr": {
## "Package": "purrr",
## "Version": "0.3.4",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "97def703420c8ab10d8f0e6c72101e02"
## },
## "readr": {
## "Package": "readr",
## "Version": "1.3.1",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "af8ab99cd936773a148963905736907b"
## },
## "readxl": {
## "Package": "readxl",
## "Version": "1.3.1",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "63537c483c2dbec8d9e3183b3735254a"
## },
## "rematch": {
## "Package": "rematch",
## "Version": "1.0.1",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "c66b930d20bb6d858cd18e1cebcfae5c"
## },
## "renv": {
## "Package": "renv",
## "Version": "0.12.0",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "7340c71f46a0fd16506cfa804e224e44"
## },
## "reprex": {
## "Package": "reprex",
## "Version": "0.3.0",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "b06bfb3504cc8a4579fd5567646f745b"
## },
## "reshape2": {
## "Package": "reshape2",
## "Version": "1.4.4",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "bb5996d0bd962d214a11140d77589917"
## },
## "rlang": {
## "Package": "rlang",
## "Version": "0.4.7",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "c06d2a6887f4b414f8e927afd9ee976a"
## },
## "rmarkdown": {
## "Package": "rmarkdown",
## "Version": "2.5",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "20a0a94af9e8f7040510447763aab3e9"
## },
## "rprojroot": {
## "Package": "rprojroot",
## "Version": "1.3-2",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "f6a407ae5dd21f6f80a6708bbb6eb3ae"
## },
## "rsconnect": {
## "Package": "rsconnect",
## "Version": "0.8.16",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "3924a1c20ce2479e89a08b0ca4c936c6"
## },
## "rstan": {
## "Package": "rstan",
## "Version": "2.21.1",
## "Source": "GitHub",
## "RemoteType": "github",
## "RemoteHost": "api.github.com",
## "RemoteRepo": "rstan",
## "RemoteUsername": "stan-dev",
## "RemoteRef": "develop",
## "RemoteSha": "f083ce630fe246cd8af35351b6d29eaf84f22bc8",
## "RemoteSubdir": "rstan/rstan",
## "Hash": "48d0d3ae7c827ea1fac1ddbadd742c08"
## },
## "rstantools": {
## "Package": "rstantools",
## "Version": "2.1.1",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "c91e0f20c967e246cb6f2efe8c60e15b"
## },
## "rstudioapi": {
## "Package": "rstudioapi",
## "Version": "0.11",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "33a5b27a03da82ac4b1d43268f80088a"
## },
## "rvest": {
## "Package": "rvest",
## "Version": "0.3.6",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "a9795ccb2d608330e841998b67156764"
## },
## "scales": {
## "Package": "scales",
## "Version": "1.1.1",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "6f76f71042411426ec8df6c54f34e6dd"
## },
## "selectr": {
## "Package": "selectr",
## "Version": "0.4-2",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "3838071b66e0c566d55cc26bd6e27bf4"
## },
## "shiny": {
## "Package": "shiny",
## "Version": "1.5.0",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "ee4ed72d7a5047d9e73cf922ad66e9c9"
## },
## "shinyjs": {
## "Package": "shinyjs",
## "Version": "2.0.0",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "9ddfc91d4280eaa34c2103951538976f"
## },
## "shinystan": {
## "Package": "shinystan",
## "Version": "2.5.0",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "85e1a9e77cdd1b8740e92b37f8fdce7b"
## },
## "shinythemes": {
## "Package": "shinythemes",
## "Version": "1.1.2",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "8f047210d7d68ea4860a3c0d8cced272"
## },
## "sourcetools": {
## "Package": "sourcetools",
## "Version": "0.1.7",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "947e4e02a79effa5d512473e10f41797"
## },
## "stringi": {
## "Package": "stringi",
## "Version": "1.5.3",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "a063ebea753c92910a4cca7b18bc1f05"
## },
## "stringr": {
## "Package": "stringr",
## "Version": "1.4.0",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "0759e6b6c0957edb1311028a49a35e76"
## },
## "sys": {
## "Package": "sys",
## "Version": "3.4",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "b227d13e29222b4574486cfcbde077fa"
## },
## "testthat": {
## "Package": "testthat",
## "Version": "2.3.2",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "0829b987b8961fb07f3b1b64a2fbc495"
## },
## "threejs": {
## "Package": "threejs",
## "Version": "0.3.3",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "2ad32c3a8745e827977f394bc387e3b0"
## },
## "tibble": {
## "Package": "tibble",
## "Version": "3.0.3",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "08bd36bd34b20d4f7971d49e81deaab0"
## },
## "tidyr": {
## "Package": "tidyr",
## "Version": "1.1.2",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "c40b2d5824d829190f4b825f4496dfae"
## },
## "tidyselect": {
## "Package": "tidyselect",
## "Version": "1.1.0",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "6ea435c354e8448819627cf686f66e0a"
## },
## "tidyverse": {
## "Package": "tidyverse",
## "Version": "1.3.0",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "bd51be662f359fa99021f3d51e911490"
## },
## "tinytex": {
## "Package": "tinytex",
## "Version": "0.26",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "db6477efcfbffcd9b3758c3c2882cf58"
## },
## "tmvnsim": {
## "Package": "tmvnsim",
## "Version": "1.0-2",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "50470c7ed0cc8099cbc17b38f0ef621f"
## },
## "utf8": {
## "Package": "utf8",
## "Version": "1.1.4",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "4a5081acfb7b81a572e4384a7aaf2af1"
## },
## "vctrs": {
## "Package": "vctrs",
## "Version": "0.3.4",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "0bc90078aeee42f2520b1d0a33bd6758"
## },
## "viridisLite": {
## "Package": "viridisLite",
## "Version": "0.3.0",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "ce4f6271baa94776db692f1cb2055bee"
## },
## "whisker": {
## "Package": "whisker",
## "Version": "0.4",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "ca970b96d894e90397ed20637a0c1bbe"
## },
## "withr": {
## "Package": "withr",
## "Version": "2.3.0",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "7307d79f58d1885b38c4f4f1a8cb19dd"
## },
## "xfun": {
## "Package": "xfun",
## "Version": "0.17",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "5016afba2a931ac92bbb3c6feb03d2c8"
## },
## "xml2": {
## "Package": "xml2",
## "Version": "1.3.2",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "d4d71a75dd3ea9eb5fa28cc21f9585e2"
## },
## "xtable": {
## "Package": "xtable",
## "Version": "1.8-4",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "b8acdf8af494d9ec19ccb2481a9b11c2"
## },
## "xts": {
## "Package": "xts",
## "Version": "0.12.1",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "ca2fd4ad8ef78cca3aa2b30f992798a8"
## },
## "yaml": {
## "Package": "yaml",
## "Version": "2.2.1",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "2826c5d9efb0a88f657c7a679c7106db"
## },
## "zoo": {
## "Package": "zoo",
## "Version": "1.8-8",
## "Source": "Repository",
## "Repository": "CRAN",
## "Hash": "c2ea03282caa1f6972dc84fc5bf671cc"
## }
## }
## }