2010•Psychotherapy and PsychosomaticsRequires access

On a Nonparametric Combination Method for Dependent Permutation Tests with Applications

Fortunato Pesarin

Abstract

This paper deals with a combination method for dependent permutation tests, which is nonparametric with respect to the underlying unknown dependence structure. The method is based on a simulation or resampling procedure, conditional on the data, which provides a simulated estimate of the permutation distribution of any statistic. Applications to some unusual and quite complex testing problems are shown.

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Available abstract

Key concepts: Resampling, Permutation (music), Nonparametric statistics, Statistic, Test statistic, Mathematics, Statistical hypothesis testing, Computer science