Learn R Programming

⚠️There's a newer version (1.1-6) of this package.Take me there.

WRS2 (version 0.9-2)

A Collection of Robust Statistical Methods

Description

A collection of robust statistical methods based on Wilcox' WRS functions. It implements robust t-tests (independent and dependent samples), robust ANOVA (including between-within subject designs), quantile ANOVA, robust correlation, robust mediation, and nonparametric ANCOVA models based on robust location measures.

Copy Link

Version

Install

install.packages('WRS2')

Monthly Downloads

9,022

Version

0.9-2

License

GPL-3

Maintainer

Patrick Mair

Last Published

May 1st, 2017

Functions in WRS2 (0.9-2)

A robust two-way mixed ANOVA using trimmed means.

Chile Heat and Length

Comparison of discrete distributions

Bushtucker Foods

Wilcox Robust Estimation and Testing

Maternal Self-Efficacy

Robust mediation test

The Electric Company

Academic Writing Data

Profile Pictures

Hangover Symptoms

Cloaks of Invisibility

A heteroscedastic one-way repeated measures ANOVA for trimmed means.

A heteroscedastic one-way repeated measures bootstrap ANOVA for trimmed means.

European Soccer Leagues

Beer Goggles Effect

Running Interval Smoother

Confidence intervals for two-sided tests on correlation coefficients.

Effects of Viagra

Movies and Aggressive Affect

Robust correlation coefficients.

Optimistic and Pessimistic Swimmers

A heteroscedastic one-way ANOVA for trimmed means.

Heteroscedastic one-way ANOVA for medians.

A two-way ANOVA for medians.

Bootstrap version of the heteroscedastic one-way ANOVA for trimmed means.

A two-way ANOVA for trimmed means, M-estimators, and medians.

A three-way ANOVA for trimmed means.

Independent samples t-tests on robust location measures including effect sizes.

Paired samples robust t-tests.

Robust location measures and their standard errors (se).