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:
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