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 20 Mar. 2026.
Previous versions and publish date:
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)
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

SimplifyStats  
Simplifies Pairwise Statistical Analyses
Pairwise group comparisons are often performed. While there are many packages that can perform these ...
Download / Learn more Package Citations See dependency  
multifamm  
Multivariate Functional Additive Mixed Models
An implementation for multivariate functional additive mixed models (multiFAMM), see Volkmann et al ...
Download / Learn more Package Citations See dependency  
plotSEMM  
Graphing Nonlinear Relations Among Latent Variables from Structural Equation Mixture Models
Contains a graphical user interface to generate the diagnostic plots proposed by Bauer (2005; ...
Download / Learn more Package Citations See dependency  
cvar  
Compute Expected Shortfall and Value at Risk for Continuous Distributions
Compute expected shortfall (ES) and Value at Risk (VaR) from a quantile function, distribution func ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
multivariance  
Measuring Multivariate Dependence Using Distance Multivariance
Distance multivariance is a measure of dependence which can be used to detect and quantify dependen ...
Download / Learn more Package Citations See dependency  

26,448

R Packages

225,784

Dependencies

70,526

Author Associations

26,449

Publication Badges

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