Analitica: Exploratory Data Analysis, Group Comparison Tools, and Other Procedures (original) (raw)
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. Additionally you can find a post hoc Test Planner, which helps you to make a decision on which procedure is most suitable.
Version: | 2.1.2 |
---|---|
Depends: | R (≥ 4.4) |
Imports: | ggplot2, dplyr, tidyr, ggridges, patchwork, moments, magrittr, rlang, tidyselect, multcompView, stats |
Suggests: | car, knitr, rmarkdown, testthat (≥ 3.0.0) |
Published: | 2025-10-07 |
DOI: | 10.32614/CRAN.package.Analitica |
Author: | Carlos Jiménez-Gallardo [aut, cre] |
Maintainer: | Carlos Jiménez-Gallardo <carlos.jimenez at ufrontera.cl> |
License: | MIT + file |
NeedsCompilation: | no |
Materials: | README |
CRAN checks: | Analitica results |
Documentation:
Downloads:
Linking:
Please use the canonical formhttps://CRAN.R-project.org/package=Analiticato link to this page.