3.8 Article

Power study of anova versus Kruskal-Wallis test

期刊

JOURNAL OF STATISTICS & MANAGEMENT SYSTEMS
卷 15, 期 2-3, 页码 241-247

出版社

TARU PUBLICATIONS
DOI: 10.1080/09720510.2012.10701623

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anova; kruskal-wallis; permutation test; power MSC 2010:62F40; 62G09; 62F03F

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This paper describes the comparison of the anova and the Kruskal-Wallis test by means of the power when violating the assumption about normally distributed populations. The permutation method is used as a simulation method to determine the power of the test. It appears that in the case of asymmetric populations the non-parametric Kruskal-Wallis test performs better than the parametric equivalent anova method.

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