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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

412

Version

2.1.2

License

MIT + file LICENSE

Maintainer

Carlos Jiménez-Gallardo

Last Published

December 3rd, 2025

Functions in Analitica (2.1.2)

DunnTest

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

Least Significant Difference (LSD) Test v2.0
Levene.Test

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

Jarque-Bera Test with Glinskiy Corrections
FKTest

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

Games-Howell Post Hoc Test
T2Test

Tamhane's T2 Post Hoc Test
ScheffeTest

Scheffe Test for Multiple Comparisons v2.0
T3Test

Dunnett's T3 Post Hoc Test
TukeyTest

Tukey HSD Test for Multiple Comparisons v2.0
d_e

Datos de clientes ficticios
SidakTest

Sidak Test for Multiple Comparisons v2.0
descripYG

Descriptive Analysis With Optional Grouping
bar_error

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

Outlier Detection Using Grubbs' Test (Iterative)
plot.comparaciones

Generic plot for multiple-comparison tests (with multcompView letters)
MauchlyTest

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

Nemenyi Test for Multiple Comparisons (Non-Parametric)
summary.homocedasticidad

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

Brunner-Munzel Test for Two Independent Samples
BonferroniNPTest

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

Bonferroni-Corrected Pairwise t-Tests v2.0
DuncanTest

Duncan Multiple Range Test (DMRT) v2.0
ConoverTest

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

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

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

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

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

Analitica: Tools for Exploratory Data Analysis and Group Comparisons
MWTest

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

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

Holm-Adjusted Pairwise Comparisons v2.0
JT_Test

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