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's V" for the association between categorical variables. The package contains helper functions for identifying univariate and multivariate outliers, assessing normality and homogeneity of variances.


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install.packages("rstatix")

0.3.0 by Alboukadel Kassambara, 8 days ago


https://rpkgs.datanovia.com/rstatix/


Report a bug at https://github.com/kassambara/rstatix/issues


Browse source code at https://github.com/cran/rstatix


Authors: Alboukadel Kassambara [aut, cre]


Documentation:   PDF Manual  


GPL-2 license


Imports stats, utils, tidyr, purrr, broom, rlang, tibble, dplyr, magrittr, corrplot, tidyselect, car

Suggests knitr, rmarkdown, ggpubr, graphics, emmeans, coin, boot, testthat, spelling


See at CRAN