Package

r-rstatix

Description

Pipe-Friendly Framework for Basic Statistical Tests. Provides a simple
and intuitive pipe-friendly framework, coherent with the 'tidyverse'
design philosophy, for performing basic statistical tests, including
t-test, Wilcoxon test, ANOVA, Kruskal-Wallis and correlation analyses.
The output of each test is automatically transformed into a tidy data
frame to facilitate visualization. Additional functions are available
for reshaping, reordering, manipulating and visualizing correlation
matrix. Functions are also included to facilitate the analysis of
factorial experiments, including purely 'within-Ss' designs (repeated
measures), purely 'between-Ss' designs, and mixed 'within-and-between-
Ss' designs. It's also possible to compute several effect size metrics,
including "eta squared" for ANOVA, "Cohen's d" for t-test and 'Cramer V'
for the association between categorical variables. The package contains
helper functions for identifying univariate and multivariate outliers,
assessing normality and homogeneity of variances.

Note