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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.

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Version

Install

install.packages('Analitica')

Monthly Downloads

415

Version

2.2.0

License

MIT + file LICENSE

Maintainer

Carlos Jiménez-Gallardo

Last Published

December 3rd, 2025

Functions in Analitica (2.2.0)

GabrielTest

Gabriel’s Post Hoc Test for Multiple Comparisons v 2.0
T2Test

Tamhane's T2 Post Hoc Test v2.2.0
ScheffeTest

Scheffe Test for Multiple Comparisons v2.0
SidakTest

Sidak Test for Multiple Comparisons v2.0
SNKTest

Student-Newman-Keuls (SNK) Test for Multiple Comparisons v2.0
Posthoc_planner

Post Hoc Planner for FWER and Test Recommendation v1.6
summary.comparacion

Summary Method for Objects of Class 'comparacion'
summary.homocedasticidad

Summary Method for Homoscedasticity Test Results (extended) v2.0
MauchlyTest

Mauchly's Test for Sphericity (1 factor) v1.0
NemenyiTest

Nemenyi Test for Multiple Comparisons (Non-Parametric)
TukeyTest

Tukey HSD Test for Multiple Comparisons v2.0
grubbs_outliers

Outlier Detection Using Grubbs' Test (Iterative)
bar_error

Bar Plot with Error Bars (Standard Deviation or Standard Error)
plot.comparaciones

Generic plot for multiple-comparison tests (with multcompView letters) v2.0.1
descripYG

Descriptive Analysis With Optional Grouping
d_e

Datos de clientes ficticios
T3Test

Dunnett's T3 Post Hoc Test v2.2.0
BMTest

Brunner-Munzel Test for Two Independent Samples
ConoverTest

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

Dwass-Steel-Critchlow-Fligner (DSCF) Test (Non-Parametric) v2.0.3
BonferroniNPTest

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

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

Bonferroni-Corrected Pairwise t-Tests v2.0
BrownForsytheTest

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

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

Duncan Multiple Range Test (DMRT) v2.0
Analitica

Analitica: Tools for Exploratory Data Analysis and Group Comparisons
Levene.Test

Levene's Test for Homogeneity of Variances (Manual Implementation) v2.1
MWTest

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

Jarque-Bera Test with Glinskiy Corrections
HolmTest

Holm-Adjusted (Holm-Bonferroni) Pairwise Comparisons v2.0
GHTest

Games-Howell Post Hoc Test v.2.2.0
JT_Test

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

Least Significant Difference (LSD) Test v2.0
DunnTest

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

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