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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, as well as post hoc comparison methods such as Tukey, Scheffé, Games-Howell, Brunner-Munzel, and others. This version introduces two new procedures: the Jonckheere-Terpstra trend test and the Jarque-Bera test with Glinskiy's (2024) correction. Designed for use in teaching, applied statistical analysis, and reproducible research.

Version: 1.8.5
Depends: R (≥ 4.4)
Imports: ggplot2, dplyr, tidyr, ggridges, patchwork, moments, magrittr, rlang, tidyselect, multcompView
Suggests: knitr, rmarkdown, testthat (≥ 3.0.0)
Published: 2025-06-27
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.pdf
Vignettes: Introduction to Analitica (source, R code)

Downloads:

Package source: Analitica_1.8.5.tar.gz
Windows binaries: r-devel: Analitica_1.8.5.zip, r-release: Analitica_1.8.5.zip, r-oldrel: Analitica_1.8.5.zip
macOS binaries: r-release (arm64): Analitica_1.8.1.tgz, r-oldrel (arm64): Analitica_1.8.1.tgz, r-release (x86_64): Analitica_1.8.5.tgz, r-oldrel (x86_64): Analitica_1.8.5.tgz
Old sources: Analitica archive

Linking:

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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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