Exploratory Data Analysis and Group Comparison Tools


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Documentation for package ‘Analitica’ version 1.8.1

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Analitica Analitica: Tools for Exploratory Data Analysis and Group Comparisons
BartlettTest Bartlett's Test for Homogeneity of Variances (Manual Implementation)
bar_error Bar Plot with Error Bars (Standard Deviation or Standard Error)
BMpTest Brunner-Munzel Test (Permutation Version) for Two Independent Groups
BMTest Brunner-Munzel Test for Two Independent Samples
BonferroniNPTest Bonferroni-Corrected Mann-Whitney Tests (Non-Parametric)
BonferroniTest Bonferroni-Corrected Pairwise t-Tests
BrownForsytheTest Brown-Forsythe Test for Homogeneity of Variances (Manual Implementation)
ConoverTest Conover-Iman Test for Multiple Comparisons (Non-Parametric)
descripYG Descriptive Analysis With Optional Grouping
DSCFTest Dwass-Steel-Critchlow-Fligner (DSCF) Test (Non-Parametric)
DuncanTest Duncan Multiple Range Test (DMRT)
DunnTest Dunn's Test for Multiple Comparisons (Non-Parametric)
d_e Datos de clientes ficticios
FKTest Fligner-Killeen Test for Homogeneity of Variances (Manual Implementation)
GabrielTest Gabriel’s Post Hoc Test for Multiple Comparisons
GHTest Games-Howell Post Hoc Test
grubbs_outliers Outlier Detection Using Grubbs' Test (Iterative)
HolmTest Holm-Adjusted Pairwise Comparisons
Levene.Test Levene's Test for Homogeneity of Variances (Manual Implementation)
LSDTest Least Significant Difference (LSD) Test
MWTest Mann-Whitney U Test (Wilcoxon Rank-Sum, Manual Implementation)
NemenyiTest Nemenyi Test for Multiple Comparisons (Non-Parametric)
plot.comparaciones Generic plot for multiple comparison tests (with multcompView letters)
ScheffeTest Scheffé Test for Multiple Comparisons
SNKTest Student-Newman-Keuls (SNK) Test for Multiple Comparisons
summary.comparacion Summary Method for Objects of Class 'comparacion'
summary.homocedasticidad Summary Method for Homoscedasticity Test Results
T2Test Tamhane's T2 Post Hoc Test
T3Test Dunnett's T3 Post Hoc Test
TukeyTest Tukey HSD Test for Multiple Comparisons