CRAN/E | RobustANOVA

RobustANOVA

Robust One-Way ANOVA Tests under Heteroscedasticity and Nonnormality

Installation

About

Robust tests (RW, RPB and RGF) are provided for testing the equality of several long-tailed symmetric (LTS) means when the variances are unknown and arbitrary. RW, RPB and RGF tests are robust versions of Welch's F test proposed by Welch (1951) doi:10.2307/2332579, parametric bootstrap test proposed by Krishnamoorthy et. al (2007) doi:10.1016/j.csda.2006.09.039; and generalized F test proposed by Weerahandi (1995) doi:10.2307/2532947;, respectively. These tests are based on the modified maximum likelihood (MML) estimators proposed by Tiku(1967, 1968) doi:10.2307/2333859, doi:10.1080/01621459.1968.11009228.

Key Metrics

Version 0.3.0
Published 2022-12-05 556 days ago
Needs compilation? no
License GPL (≥ 3)
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Maintainer

Maintainer

Gamze Guven

Authors

Gamze Guven

aut / cre

Sukru Acitas

aut

Birdal Senoglu

aut

Material

Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

RobustANOVA archive

Imports

stats
PEIP
optimbase