RobustANOVA: Robust One-Way ANOVA Tests under Heteroscedasticity and Nonnormality

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>.

Version:	0.3.0
Imports:	stats, PEIP, optimbase
Published:	2022-12-05
DOI:	10.32614/CRAN.package.RobustANOVA
Author:	Gamze Guven [aut, cre], Sukru Acitas [aut], Birdal Senoglu [aut]
Maintainer:	Gamze Guven <gamzeguven at ogu.edu.tr>
License:	GPL (≥ 3)
NeedsCompilation:	no
CRAN checks:	RobustANOVA results

Documentation:

Reference manual:

RobustANOVA.pdf

Downloads:

Package source:	RobustANOVA_0.3.0.tar.gz
Windows binaries:	r-devel: RobustANOVA_0.3.0.zip, r-release: RobustANOVA_0.3.0.zip, r-oldrel: RobustANOVA_0.3.0.zip
macOS binaries:	r-release (arm64): RobustANOVA_0.3.0.tgz, r-oldrel (arm64): RobustANOVA_0.3.0.tgz, r-release (x86_64): RobustANOVA_0.3.0.tgz, r-oldrel (x86_64): RobustANOVA_0.3.0.tgz
Old sources:	RobustANOVA archive

Linking:

Please use the canonical form https://CRAN.R-project.org/package=RobustANOVA to link to this page.