Learn R Programming

⚠️There's a newer version (2.2.0) of this package.Take me there.

title: "Analitica: Exploratory Data Analysis and Group Comparison Tools" output: rmarkdown::github_document

Analitica

Analitica is an R package that provides tools for descriptive statistics, exploratory visualization, outlier detection, homogeneity of variance tests, and post hoc group comparisons—both parametric and non-parametric.

It is especially useful for applied analysis, teaching, and reproducible research.

Copy Link

Version

Install

install.packages('Analitica')

Monthly Downloads

412

Version

1.8.5

License

MIT + file LICENSE

Maintainer

Carlos Jiménez-Gallardo

Last Published

December 3rd, 2025

Functions in Analitica (1.8.5)

Datos de clientes ficticios

Bartlett's Test for Homogeneity of Variances (Manual Implementation)

Jonckheere-Terpstra Test for Ordered Alternatives (with Tie Correction)

Mann-Whitney U Test (Wilcoxon Rank-Sum, Manual Implementation)

Least Significant Difference (LSD) Test

Nemenyi Test for Multiple Comparisons (Non-Parametric)

Descriptive Analysis With Optional Grouping

Games-Howell Post Hoc Test

Dwass-Steel-Critchlow-Fligner (DSCF) Test (Non-Parametric)

Duncan Multiple Range Test (DMRT)

Holm-Adjusted Pairwise Comparisons

Dunnett's T3 Post Hoc Test

Jarque-Bera Test with Glinskiy Corrections

Gabriel’s Post Hoc Test for Multiple Comparisons

Scheffé Test for Multiple Comparisons

summary.homocedasticidad

Summary Method for Homoscedasticity Test Results

plot.comparaciones

Generic plot for multiple comparison tests (with multcompView letters)

Student-Newman-Keuls (SNK) Test for Multiple Comparisons

Tamhane's T2 Post Hoc Test

grubbs_outliers

Outlier Detection Using Grubbs' Test (Iterative)

summary.comparacion

Summary Method for Objects of Class 'comparacion'

Tukey HSD Test for Multiple Comparisons

Brunner-Munzel Test (Permutation Version) for Two Independent Groups

BonferroniNPTest

Bonferroni-Corrected Mann-Whitney Tests (Non-Parametric)

Analitica: Tools for Exploratory Data Analysis and Group Comparisons

Conover-Iman Test for Multiple Comparisons (Non-Parametric)

Bonferroni-Corrected Pairwise t-Tests

BrownForsytheTest

Brown-Forsythe Test for Homogeneity of Variances (Manual Implementation)

Brunner-Munzel Test for Two Independent Samples

Levene's Test for Homogeneity of Variances (Manual Implementation)

Bar Plot with Error Bars (Standard Deviation or Standard Error)

Dunn's Test for Multiple Comparisons (Non-Parametric)

Fligner-Killeen Test for Homogeneity of Variances (Manual Implementation)