Learn R Programming

bootLRTpairwise (version 0.2.0)

Bootstrap Hypothesis Tests for Treatment Effects in One-Way ANOVA with Unequal Variances

Description

Implements three test procedures using bootstrap resampling techniques for assessing treatment effects in one-way ANOVA models with unequal variances (heteroscedasticity). It includes a parametric bootstrap likelihood ratio test (PB_LRT()), a pairwise parametric bootstrap mean test (PPBMT()), and a Rademacher wild pairwise non-parametric bootstrap test (RWPNPBT()). These methods provide robust alternatives to classical ANOVA and standard pairwise comparisons when the assumption of homogeneity of variances is violated.

Copy Link

Version

Install

install.packages('bootLRTpairwise')

Monthly Downloads

183

Version

0.2.0

License

MIT + file LICENSE

Maintainer

Sagar Salvi

Last Published

July 10th, 2025

Functions in bootLRTpairwise (0.2.0)

PB_LRT

Parametric Bootstrap Likelihood Ratio Test (PB_LRT)
PPBMT

Pairwise Parametric Bootstrap Mean Test (PPBMT)
RWPNPBT

Rademacher Wild Pairwise Non-Parametric Bootstrap Test (RWPNPBT)