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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>.

Versions across snapshots

VersionRepositoryFileSize
0.3.0 rolling linux/jammy R-4.5 RobustANOVA_0.3.0.tar.gz 34.9 KiB
0.3.0 rolling linux/noble R-4.5 RobustANOVA_0.3.0.tar.gz 34.6 KiB
0.3.0 rolling source/ R- RobustANOVA_0.3.0.tar.gz 5.2 KiB
0.3.0 latest linux/jammy R-4.5 RobustANOVA_0.3.0.tar.gz 34.9 KiB
0.3.0 latest linux/noble R-4.5 RobustANOVA_0.3.0.tar.gz 34.6 KiB
0.3.0 latest source/ R- RobustANOVA_0.3.0.tar.gz 5.2 KiB
0.3.0 2026-04-26 source/ R- RobustANOVA_0.3.0.tar.gz 5.2 KiB
0.3.0 2026-04-23 source/ R- RobustANOVA_0.3.0.tar.gz 5.2 KiB
0.3.0 2026-04-09 windows/windows R-4.5 RobustANOVA_0.3.0.zip 37.8 KiB
0.3.0 2025-04-20 source/ R- RobustANOVA_0.3.0.tar.gz 5.2 KiB

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Imports