A modification of the kruskal-wallis statistic for the generalized behrens-fisher problem |
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Authors: | Steven W Rust Michael A Filgner |
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Institution: | 1. Applied Statistics Group , Battelle Columbus Labs , Columbus , Ohio , 43201;2. Dept. of Statistics , Ohio State University , Columbus , Ohio , 43210 |
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Abstract: | The problem of testing the equality of the medians of several populations is considered. Standard distribution-free procedures for this problem require that the populations have the same shape in order to maintain their nominal significance level, ever asymptotically, under the null hypothesis of equal medians , A modification of the Kruskal-Wallis test statistic is proposed which is exactly distribution-free under the usual nonparanetric asswnption that the continuous populations are identical with any shape. It is asymptotically distribution-free when the Continuous populations are asswned to be syrmnetric with equal medians. |
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Keywords: | distribution-free nonparametric several sample location problem kruskal-wallis test generalized behrens-fisher problem |
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