This book was produced using R version 4.4.1 (2024-06-14 ucrt). Fundamental to this was the framework for reproducible documents provided by Yihui Xie’s knitr package.

Quarto was used to compile and render the book in HTML and PDF formats. [** Don’t really need all this**]

Quarto 1.5.53
[>] Checking versions of quarto binary dependencies...
      Pandoc version 3.2.0: OK
      Dart Sass version 1.70.0: OK
      Deno version 1.41.0: OK
      Typst version 0.11.0: OK
[>] Checking versions of quarto dependencies......OK
[>] Checking Quarto installation......OK
      Version: 1.5.53
      CodePage: 1252
[>] Checking tools....................OK
      TinyTeX: v2024.01
      Chromium: (not installed)
[>] Checking LaTeX....................OK
      Using: TinyTex
      Version: 2024
[>] Checking basic markdown render....OK
[>] Checking Python 3 installation....(None)
      Unable to locate an installed version of Python 3.
      Install Python 3 from https://www.python.org/downloads/
[>] Checking R installation...........OK
      Version: 4.4.1
      LibPaths:
        - C:/R/R-4.4.1/library
      knitr: 1.49
      rmarkdown: 2.29
[>] Checking Knitr engine render......OK

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 indicated as “local” in the source column.

package version date source
bayestestR 0.15.0 2024-10-17 CRAN
broom 1.0.7 2024-09-26 CRAN
candisc 0.9.0 2024-05-06 CRAN
car 3.1-3 2024-09-27 CRAN
carData 3.0-5 2022-01-06 CRAN
corpcor 1.6.10 2021-09-16 CRAN
correlation 0.8.6 2024-10-26 CRAN
corrgram 1.14 2021-04-29 CRAN
corrplot 0.95 2024-10-14 CRAN
datawizard 0.13.0 2024-10-05 CRAN
dplyr 1.1.4 2023-11-17 CRAN
easystats 0.7.3 2024-07-22 CRAN
effects 4.2-2 2022-07-13 CRAN
effectsize 0.8.9 2024-07-03 CRAN
factoextra 1.0.7 2020-04-01 CRAN
FactoMineR 2.11 2024-04-20 CRAN
forcats 1.0.0 2023-01-29 CRAN
genridge 0.7.1 2024-11-13 local
GGally 2.2.1 2024-02-14 CRAN
gganimate 1.0.9 2024-02-27 CRAN
ggbiplot 0.6.3 2024-10-12 local
ggdensity 1.0.0 2023-02-09 CRAN
ggeffects 1.7.2 2024-10-13 CRAN
ggpcp 0.2.0 2022-11-28 CRAN
ggplot2 3.5.1 2024-04-23 CRAN
ggpubr 0.6.0 2023-02-10 CRAN
ggrepel 0.9.6 2024-09-07 CRAN
ggstats 0.7.0 2024-09-22 CRAN
heplots 1.7.1 2024-11-18 local
Hotelling 1.0-8 2021-09-09 CRAN
imager 1.0.2 2024-05-13 CRAN
insight 0.20.5 2024-10-02 CRAN
knitr 1.49 2024-11-08 CRAN
lubridate 1.9.3 2023-09-27 CRAN
magrittr 2.0.3 2022-03-30 CRAN
marginaleffects 0.23.0 2024-10-05 CRAN
MASS 7.3-61 2024-06-13 CRAN
matlib 1.0.1 2024-11-20 local
modelbased 0.8.9 2024-10-26 CRAN
modelsummary 2.2.0 2024-09-02 CRAN
parameters 0.23.0 2024-10-18 CRAN
patchwork 1.3.0 2024-09-16 CRAN
performance 0.12.4 2024-10-18 CRAN
purrr 1.0.2 2023-08-10 CRAN
qgraph 1.9.8 2023-11-03 CRAN
readr 2.1.5 2024-01-10 CRAN
report 0.5.9 2024-07-10 CRAN
Rtsne 0.17 2023-12-07 CRAN
see 0.9.0 2024-09-06 CRAN
stringr 1.5.1 2023-11-14 CRAN
tibble 3.2.1 2023-03-20 CRAN
tidyr 1.3.1 2024-01-24 CRAN
tidyverse 2.0.0 2023-02-22 CRAN
tourr 1.2.0 2024-04-20 CRAN
vcd 1.4-13 2024-09-16 CRAN
VisCollin 0.1.2 2023-09-05 CRAN