Analitica: Exploratory Data Analysis, Group Comparison Tools, and OtherProcedures
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: | 2.2.0 |
| 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: | 2025-12-03 |
| DOI: | 10.32614/CRAN.package.Analitica |
| Author: | Carlos Jiménez-Gallardo [aut, cre] |
| Maintainer: | Carlos Jiménez-Gallardo <carlos.jimenez at ufrontera.cl> |
| License: | MIT + fileLICENSE |
| NeedsCompilation: | no |
| Materials: | README |
| CRAN checks: | Analitica results |
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