| Tool | Version |
|---|---|
| Quarto | 1.9.36 |
| Pandoc | 3.1.2 |
| R | 4.5.2 |
| knitr | 1.51 |
| rmarkdown | 2.31 |
| TinyTeX | 7830 |
This book was produced using R version 4.5.2 (2025-10-31 ucrt). Fundamental to this was the framework for reproducible documents provided by Yihui Xie’s knitr package.
The book was entirely written within the RStudio IDE environment, which made it easy to develop the analyses and graphs, and then write about them, inserting code chunks, figures, cross-references, and so forth. Quarto was used to compile and render the book in HTML and PDF formats, with the helpers of
- knitr to run code chunks and incorporate into document;
- pandoc to convert among various outputs;
- TinyTeX to provide a coherent set of LaTeX tools for PDF output
Package versions
The principal R package versions used in examples and illustrations are listed below. These were captured via sessioninfo:::package_info() from all library() commands in the text, and scripts which also updated the references to packages.
At the time of writing, most of these were current on CRAN repositories, but some development versions are listed with their download repo, or indicated as “local” in the source column.
| package | version | source |
|---|---|---|
| bayestestR | 0.17.0.2 | R-universe |
| broom | 1.0.13 | CRAN |
| candisc | 1.1.1 | local |
| car | 3.1-5 | CRAN |
| carData | 3.0-6 | CRAN |
| corpcor | 1.6.10 | CRAN |
| correlation | 0.8.8.1 | R-universe |
| corrgram | 1.14 | CRAN |
| corrplot | 0.95 | CRAN |
| datawizard | 1.3.1 | CRAN |
| dplyr | 1.2.1 | CRAN |
| easystats | 0.7.6 | R-universe |
| effects | 4.2-5 | CRAN |
| effectsize | 1.0.2 | CRAN |
| factoextra | 2.0.0 | CRAN |
| FactoMineR | 2.14 | CRAN |
| forcats | 1.0.1 | CRAN |
| genridge | 0.8.0 | CRAN |
| GGally | 2.4.0 | CRAN |
| gganimate | 1.0.11 | CRAN |
| ggbiplot | 0.6.2 | CRAN |
| ggdensity | 1.0.1 | CRAN |
| ggeffects | 2.3.2 | CRAN |
| gggda | 0.1.1 | CRAN |
| ggpcp | 0.2.0 | CRAN |
| ggplot2 | 4.0.3 | CRAN |
| ggpubr | 0.6.3 | CRAN |
| ggrepel | 0.9.8 | CRAN |
| ggstats | 0.13.0 | CRAN |
| heplots | 1.8.1 | CRAN |
| Hotelling | 1.0-8 | CRAN |
| imager | 1.0.8 | CRAN |
| insight | 1.5.0 | CRAN |
| knitr | 1.51 | CRAN |
| lubridate | 1.9.5 | CRAN |
| magrittr | 2.0.5 | CRAN |
| marginaleffects | 0.32.0 | CRAN |
| MASS | 7.3-65 | CRAN |
| matlib | 1.0.1 | CRAN |
| modelbased | 0.15.0 | CRAN |
| modelsummary | 2.6.0 | CRAN |
| mvinfluence | 0.9.2 | CRAN |
| MVN | 6.3 | CRAN |
| nestedLogit | 0.4.2 | CRAN |
| parameters | 0.29.0 | CRAN |
| patchwork | 1.3.2 | CRAN |
| performance | 0.16.0 | CRAN |
| purrr | 1.2.2 | CRAN |
| qgraph | 1.9.8 | CRAN |
| readr | 2.2.0 | CRAN |
| report | 0.6.4 | CRAN |
| Rtsne | 0.17 | CRAN |
| see | 0.13.0 | CRAN |
| stringr | 1.6.0 | CRAN |
| tibble | 3.3.1 | CRAN |
| tidyr | 1.3.2 | CRAN |
| tidyverse | 2.0.0 | CRAN |
| tourr | 1.2.7 | CRAN |
| vcd | 1.4-13 | CRAN |
| VisCollin | 0.1.2 | CRAN |