Analitica: Exploratory Data Analysis, Group Comparison Tools, and Other Procedures

Provides a comprehensive set of tools for descriptive statistics, graphical data exploration, outlier detection, homoscedasticity testing, and multiple comparison procedures. Includes manual implementations of Levene's test, Bartlett's test, and the Fligner-Killeen test; parametric post hoc methods such as Tukey, Scheffe, Duncan, SNK, LSD, Games-Howell and Tamhane; and rank-based post hoc methods such as Dunn, Conover-Iman, Nemenyi, Dwass-Steel-Critchlow-Fligner and Bonferroni-corrected Mann-Whitney tests, with plots suited to each type of procedure. Also includes the Jonckheere-Terpstra trend test, the Jarque-Bera test with Glinskiy's (2024) correction, and a post hoc test planner that helps choose the most suitable procedure. Designed for use in teaching, applied statistical analysis, and reproducible research.

Version:	2.4.0
Depends:	R (≥ 4.6)
Imports:	ggplot2 (≥ 3.4.0), dplyr, tidyr, ggridges, patchwork, moments, magrittr, rlang, tidyselect, multcompView, stats, utils
Suggests:	car, knitr, rmarkdown, testthat (≥ 3.0.0)
Published:	2026-10-26
DOI:	10.32614/CRAN.package.Analitica
Author:	Carlos Jiménez-Gallardo [aut, cre]
Maintainer:	Carlos Jiménez-Gallardo <carlos.jimenez at ufrontera.cl>
License:	MIT + file LICENSE
NeedsCompilation:	no
Materials:	README
CRAN checks:	Analitica results

Documentation:

Reference manual:	Analitica.html , Analitica.pdf
Vignettes:	Introduction to Analitica (source, R code)

Downloads:

Package source:	Analitica_2.4.0.tar.gz
Windows binaries:	r-devel: Analitica_2.3.0.zip, r-release: Analitica_2.3.0.zip, r-oldrel: Analitica_2.3.0.zip
macOS binaries:	r-release (arm64): Analitica_2.4.0.tgz, r-oldrel (arm64): Analitica_2.3.0.tgz, r-release (x86_64): Analitica_2.4.0.tgz, r-oldrel (x86_64): Analitica_2.3.0.tgz
Old sources:	Analitica archive

Linking:

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