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.

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

Quarto 1.9.36
[>] Checking environment information...
      Quarto cache location: C:\Users\friendly\AppData\Local\quarto
[>] Checking versions of quarto binary dependencies...
      Pandoc version 3.8.3: OK
      Dart Sass version 1.87.0: OK
      Deno version 2.4.5: OK
      Typst version 0.14.2: OK
[>] Checking versions of quarto dependencies......OK
[>] Checking Quarto installation......OK
      Version: 1.9.36
      CodePage: 1252
[>] Checking tools....................OK
      TinyTeX: (external install)
      Chromium: (not installed)
      Chrome Headless Shell: (not installed)
      VeraPDF: (not installed)
[>] Checking LaTeX....................OK
      Using: TinyTex
      Version: 2025
[>] Checking Chrome Headless....................OK
      Using: Chrome found on system
      Source: Windows Registry
[>] Checking basic markdown render....OK
[>] Checking R installation...........OK
      Version: 4.5.2
      LibPaths:
        - C:/R/R-4.5.2/library
      knitr: 1.51
      rmarkdown: 2.30
[>] Checking Knitr engine 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 Julia installation...

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 0.17.0.2 2026-03-02 https://easystats.r-universe.dev
broom 1.0.12 2026-01-27 CRAN
candisc 1.1.0 2025-11-25 CRAN
car 3.1-5 2026-02-03 CRAN
carData 3.0-6 2026-01-30 CRAN
corpcor 1.6.10 2021-09-16 CRAN
correlation 0.8.8.1 2026-02-23 https://easystats.r-universe.dev
corrgram 1.14 2021-04-29 CRAN
corrplot 0.95 2024-10-14 CRAN
datawizard 1.3.0 2025-10-11 CRAN
dplyr 1.2.0 2026-02-03 CRAN
easystats 0.7.6 2026-03-02 https://easystats.r-universe.dev
effects 4.2-5 2026-02-17 CRAN
effectsize 1.0.2 2026-03-11 CRAN
factoextra 2.0.0 2026-03-03 CRAN
FactoMineR 2.13 2026-01-12 CRAN
forcats 1.0.1 2025-09-25 CRAN
genridge 0.8.0 2024-12-02 CRAN
GGally 2.4.0 2025-08-23 CRAN
gganimate 1.0.11 2025-09-04 CRAN
ggbiplot 0.6.2 2024-01-08 CRAN
ggdensity 1.0.1 2026-02-26 CRAN
ggeffects 2.3.2.1 2026-03-04 Github (strengejacke/ggeffects@dd7ffdc954d46e36d1c9edd2337b0c4aea193738)
gggda 0.1.1 2025-07-19 CRAN
ggpcp 0.2.0 2022-11-28 CRAN
ggplot2 4.0.2 2026-02-03 CRAN
ggpubr 0.6.3 2026-02-24 CRAN
ggrepel 0.9.8 2026-03-17 CRAN
ggstats 0.13.0 2026-03-06 CRAN
heplots 1.8.1 2025-12-07 CRAN
Hotelling 1.0-8 2021-09-09 CRAN
imager 1.0.8 2025-12-23 CRAN
insight 1.4.6.9 2026-03-05 https://easystats.r-universe.dev
knitr 1.51 2025-12-20 CRAN
lubridate 1.9.5 2026-02-04 CRAN
magrittr 2.0.4 2025-09-12 CRAN
marginaleffects 0.32.0 2026-02-14 CRAN
MASS 7.3-65 2025-02-28 CRAN
matlib 1.0.1 2025-10-09 CRAN
modelbased 0.14.0.2 2026-03-02 https://easystats.r-universe.dev
modelsummary 2.6.0 2026-02-13 CRAN
mvinfluence 0.9.2 2025-07-23 CRAN
MVN 6.3 2026-01-13 CRAN
nestedLogit 0.4.2 2026-03-24 local
parameters 0.28.3.7 2026-03-05 https://easystats.r-universe.dev
patchwork 1.3.2 2025-08-25 CRAN
performance 0.16.0 2026-02-04 CRAN
purrr 1.2.1 2026-01-09 CRAN
qgraph 1.9.8 2023-11-03 CRAN
readr 2.2.0 2026-02-19 CRAN
report 0.6.3 2026-01-08 CRAN
Rtsne 0.17 2023-12-07 CRAN
see 0.13.0 2026-01-30 CRAN
stringr 1.6.0 2025-11-04 CRAN
tibble 3.3.1 2026-01-11 CRAN
tidyr 1.3.2 2025-12-19 CRAN
tidyverse 2.0.0 2023-02-22 CRAN
tourr 1.2.6 2025-07-13 CRAN
vcd 1.4-13 2024-09-16 CRAN
VisCollin 0.1.2 2023-09-05 CRAN