Package: Analitica 2.4.0

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.

Authors:Carlos Jiménez-Gallardo [aut, cre]

Analitica_2.4.0.tar.gz
Analitica_2.4.0.zip(r-4.7-any)Analitica_2.4.0.zip(r-4.6-any)Analitica_2.3.0.zip(r-4.5-any)
Analitica_2.4.0.tgz(r-4.6-any)Analitica_2.3.0.tgz(r-4.5-any)
Analitica_2.4.0.tar.gz(r-4.7-any)Analitica_2.4.0.tar.gz(r-4.6-any)
Analitica_2.4.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
Analitica/json (API)

# Install 'Analitica' in R:

install.packages('Analitica', repos = c('https://cjimenezgallardo.r-universe.dev', 'https://cloud.r-project.org'))

Datasets:

d_e - Datos de clientes ficticios

On CRAN:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

3.18 score 6 scripts 370 downloads 31 exports 33 dependencies

Last updated from:6e951b4846. Checks:7 OK, 2 FAIL. Indexed: yes.

Target	Result	Time
linux-devel	OK	161
source / vignettes	OK	372
linux-release	OK	160
macos-release	OK	128
macos-oldrel	FAIL	105
windows-devel	OK	111
windows-release	OK	114
windows-oldrel	FAIL	663
wasm-release	OK	114

Exports:bar_error BartlettTest BMpTest BMTest BonferroniNPTest BonferroniTest BrownForsytheTest ConoverTest descripYG DSCFTest DuncanTest DunnTest FKTest GabrielTest GHTest grubbs_outliers HolmTest JBGTest JT_Test Levene.Test LSDTest MauchlyTest MWTest NemenyiTest Posthoc_planner ScheffeTest SidakTest SNKTest T2Test T3Test TukeyTest

Dependencies:cli cpp11 dplyr farver generics ggplot2 ggridges glue gtable isoband labeling lifecycle magrittr moments multcompView patchwork pillar pkgconfig purrr R6 RColorBrewer rlang S7 scales stringi stringr tibble tidyr tidyselect utf8 vctrs viridisLite withr

Introduction to Analitica

Rendered fromAnalitica-intro.Rmdusingknitr::rmarkdown

Last update: 2025-06-14
Started: 2025-06-14

Help page	Topics
Analitica: Tools for Exploratory Data Analysis and Group Comparisons	Analitica
Bar Plot with Error Bars (Standard Deviation or Standard Error)	bar_error
Bartlett's Test for Homogeneity of Variances (Manual Implementation)	BartlettTest
Brunner-Munzel Test (Permutation Version) for Two Independent Groups	BMpTest
Brunner-Munzel Test for Two Independent Samples	BMTest
Bonferroni-Corrected Mann-Whitney Tests (Non-Parametric)	BonferroniNPTest
Bonferroni-Corrected Pairwise t-Tests v2.0	BonferroniTest
Brown-Forsythe Test for Homogeneity of Variances (Manual Implementation)	BrownForsytheTest
Conover-Iman Test for Multiple Comparisons (Non-Parametric)	ConoverTest
Datos de clientes ficticios	d_e
Descriptive Analysis With Optional Grouping	descripYG
Dwass-Steel-Critchlow-Fligner (DSCF) Test (Non-Parametric)	DSCFTest
Duncan Multiple Range Test (DMRT) v2.0	DuncanTest
Dunn's Test for Multiple Comparisons (Non-Parametric)	DunnTest
Fligner-Killeen Test for Homogeneity of Variances (Manual Implementation)	FKTest
Gabriel’s Post Hoc Test for Multiple Comparisons v 2.0	GabrielTest
Games-Howell Post Hoc Test v.2.2.0	GHTest
Outlier Detection Using Grubbs' Test (Iterative)	grubbs_outliers
Holm-Adjusted (Holm-Bonferroni) Pairwise Comparisons v2.0	HolmTest
Jarque-Bera Test with Glinskiy Corrections	JBGTest
Jonckheere-Terpstra Test for Ordered Alternatives (with Tie Correction)	JT_Test
Levene's Test for Homogeneity of Variances (Manual Implementation) v2.1	Levene.Test
Least Significant Difference (LSD) Test v2.0	LSDTest
Mauchly's Test for Sphericity (1 factor) v1.0	MauchlyTest
Mann-Whitney U Test (Wilcoxon Rank-Sum, Manual Implementation)	MWTest
Nemenyi Test for Multiple Comparisons (Non-Parametric)	NemenyiTest
Plot for parametric multiple-comparison tests (with multcompView letters)	plot.comparaciones
Plot for rank-based (non-parametric) multiple-comparison tests	plot.comparaciones_np
Post Hoc Planner for FWER and Test Recommendation v1.6	Posthoc_planner
Print Method for Objects of Class 'comparaciones'	print.comparaciones
Scheffe Test for Multiple Comparisons v2.0	ScheffeTest
Sidak Test for Multiple Comparisons v2.0	SidakTest
Student-Newman-Keuls (SNK) Test for Multiple Comparisons v2.0	SNKTest
Summary Method for Objects of Class 'comparacion'	summary.comparacion
Summary Method for Objects of Class 'comparaciones'	summary.comparaciones
Summary Method for Homoscedasticity Test Results (extended) v2.0	summary.homocedasticidad
Tamhane's T2 Post Hoc Test v2.2.0	T2Test
Dunnett's T3 Post Hoc Test v2.2.0	T3Test
Tukey HSD Test for Multiple Comparisons v2.0	TukeyTest

Package: Analitica 2.4.0

Analitica: Exploratory Data Analysis, Group Comparison Tools, and Other Procedures

Citation

Readme and manuals

Help Manual

Usage by other packages (reverse dependencies)