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Robust analysis of two-way models with repeated measures on both factors. (English) Zbl 0839.62067

Summary: A robust analysis of two-way models with repeated measures on both factors is developed using a dispersion function. This robust analysis gives users a complete inference: Estimation, tests for the general linear hypotheses, and multiple comparison procedures. Asymptotic relative efficiencies of the rank tests with respect to the least-squares counterpart are discussed. Analyses of two real life examples from medical and pharmaceutical studies are presented.

MSC:

62J10 Analysis of variance and covariance (ANOVA)
62G35 Nonparametric robustness
62G10 Nonparametric hypothesis testing
62J15 Paired and multiple comparisons; multiple testing
62E20 Asymptotic distribution theory in statistics

Software:

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References:

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