Other packages > Find by keyword >

rstatix  

Pipe-Friendly Framework for Basic Statistical Tests
View on CRAN: Click here


Download and install rstatix package within the R console
Install from CRAN:
install.packages("rstatix")

Install from Github:
library("remotes")
install_github("cran/rstatix")

Install by package version:
library("remotes")
install_version("rstatix", "0.7.3")



Attach the package and use:
library("rstatix")
Maintained by
Alboukadel Kassambara
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-05-27
Latest Update: 2023-02-01
Description:
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.
How to cite:
Alboukadel Kassambara (2019). rstatix: Pipe-Friendly Framework for Basic Statistical Tests. R package version 0.7.3, https://cran.r-project.org/web/packages/rstatix. Accessed 15 Jul. 2026.
Previous versions and publish date:
(2026-07-09 06:53), 0.1.0 (2019-05-27 11:10), 0.1.1 (2019-06-20 17:50), 0.1.2 (2019-08-03 07:30), 0.2.0 (2019-09-04 00:10), 0.3.0 (2019-11-14 07:10), 0.3.1 (2019-12-16 10:30), 0.4.0 (2020-02-13 08:40), 0.5.0 (2020-04-28 12:40), 0.6.0 (2020-06-18 22:20), 0.7.0 (2021-02-13 12:30), 0.7.1 (2022-11-09 09:40), 0.7.2 (2023-02-01 22:20), 0.7.3 (2025-10-18 15:50)
Other packages that cited rstatix R package
View rstatix citation profile
Other R packages that rstatix depends, imports, suggests or enhances
Complete documentation for rstatix
Functions, R codes and Examples using the rstatix R package
Some associated functions: Manova . add_significance . adjust_pvalue . anova_summary . anova_test . as_cor_mat . binom_test . box_m . chisq_test . cochran_qtest . cohens_d . cor_as_symbols . cor_mark_significant . cor_mat . cor_plot . cor_reorder . cor_reshape . cor_select . cor_test . counts_to_cases . cramer_v . df_arrange . df_get_var_names . df_group_by . df_label_value . df_nest_by . df_select . df_split_by . df_unite . doo . dunn_test . emmeans_test . eta_squared . factorial_design . factors . fisher_test . freq_table . friedman_effsize . friedman_test . games_howell_test . get_comparisons . get_mode . get_pvalue_position . get_summary_stats . get_test_label . kruskal_effsize . kruskal_test . levene_test . mahalanobis_distance . make_clean_names . mcnemar_test . multinom_test . outliers . p_value . pipe . prop_test . prop_trend_test . pull_triangle . reexports . remove_ns . replace_triangle . sample_n_by . shapiro_test . sign_test . t_test . tukey_hsd . welch_anova_test . wilcox_effsize . wilcox_test . 
Some associated R codes: add_significance.R . adjust_pvalue.R . anova_summary.R . anova_test.R . as_cor_mat.R . binom_test.R . box_m.R . chisq_test.R . cochran_qtest.R . cohens_d.R . cor_as_symbols.R . cor_mark_significant.R . cor_mat.R . cor_plot.R . cor_reorder.R . cor_reshape.R . cor_select.R . cor_test.R . counts_to_cases.R . cramer_v.R . df.R . doo.R . dunn_test.R . emmeans_test.R . eta_squared.R . factorial_design.R . factors.R . fisher_test.R . freq_table.R . friedman_effsize.R . friedman_test.R . games_howell_test.R . get_comparisons.R . get_manova_table.R . get_mode.R . get_pvalue_position.R . get_summary_stats.R . get_test_label.R . kruskal_effesize.R . kruskal_test.R . levene_test.R . mahalanobis_distance.R . make_clean_names.R . mcnemar_test.R . multinom_test.R . outliers.R . p_value.R . prop_test.R . prop_trend_test.R . pull_triangle.R . reexports.R . remove_ns.R . replace_triangle.R . sample_n_by.R . shapiro_test.R . sign_test.R . t_test.R . tukey_hsd.R . utilities.R . utilities_two_sample_test.R . utils-manova.R . utils-pipe.R . welch_anova_test.R . wilcox_effsize.R . wilcox_test.R .  Full rstatix package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

PermAlgo  
Permutational Algorithm to Simulate Survival Data
This version of the permutational algorithm generates a dataset in which event and censoring times ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
SECFISH  
Disaggregate Variable Costs
These functions were developed within SECFISH project (Strengthening regional cooperation in the are ...
Download / Learn more Package Citations See dependency  
gamlss.add  
Extra Additive Terms for Generalized Additive Models for Location Scale and Shape
Interface for extra smooth functions including tensor products, neural networks and decision trees. ...
Download / Learn more Package Citations See dependency  
pulseTD  
Identification of Transcriptional Dynamics using Pulse Models via 4su-Seq Data and RNA-Seq Data
A tool for analyzing the transcription, processing and degradation rates of genes by 4sU-seq (the Me ...
Download / Learn more Package Citations See dependency  
footBayes  
Fitting Bayesian and MLE Football Models
This is the first package allowing for the estimation, visualization and prediction of the most wel ...
Download / Learn more Package Citations See dependency  

27,806

R Packages

239,283

Dependencies

73,837

Author Associations

27,807

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA