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"ERIC ED319754: Multiple Comparison Procedures When Population Variances Differ." and the language of the book is English.


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  • Title: ➤  ERIC ED319754: Multiple Comparison Procedures When Population Variances Differ.
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  • Language: English

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  • Internet Archive ID: ERIC_ED319754

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A review of the literature on multiple comparison procedures suggests several alternative approaches for comparing means when population variances differ. These include: (1) the approach of P. A. Games and J. F. Howell (1976); (2) C. W. Dunnett's C confidence interval (1980); and (3) Dunnett's T3 solution (1980). These procedures control the overall risk of a Type I error experimentwise at approximately the nominal significance level and have the best statistical power among alternative solutions. The two-stage multiple comparison procedures of Y. Hochberg and A. C. Tamhane (1987), and R. R. Wilcox (1987) are also discussed. These procedures and the Tukey-Kramer procedure were applied to data from a study of the effects of exercise on psychological and physiological variables with a total of 36 subjects. Textbooks and a sample of research studies were reviewed to determine the most frequently taught and used multiple comparison procedures. This review indicates that most applied researchers are not aware of the alternative solutions when variances differ. It is suggested that the Games-Howell procedure will provide a valid test for most purposes and should be included in statistical methods textbooks and classes. Four tables present data from the application and the reviews. (SLD)

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