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An extended class of permutation techniques for matched pairs
Authors:Paul W Mielke Jr  Kenneth J Berry
Institution:Colorado State University , Fort Collins, Colorado, 80523
Abstract:A class of matched-pairs permutation techniques based on distances between each pair of observed signed values is considered. Although many commonly-used inference techniques for matched pairs are members of this class, some of the more appealing inference techniques among this class have received very little attention. Two new simple rank tests of this class jointly possess both intuitive properties and location-alternative power characteristics which appear more appealing than the corresponding characteristics of either the sign test or the Wllcoxon signed-ranks test. In particular, power comparisons based on slmula-tions indicate that these new rank tests are jointly as good or even vastly superior to the sign test or the Wilcoxon signed-ranks test for location alternatives involving five symmetric distributions. The five distributions selected for these com-parisons include the Laplace, logistic, normal, uniform and a U-shaped distribution
Keywords:matched-pairs t test  metric and non-metric spaces  nonparametric tests  permutation tests  power comparisons  robust inference techniques  sign test  simula-tions  Wilcoxon signed-ranks test
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