Permutation tests for homogeneity based on some characterizations |
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| Authors: | N. G. Ushakov V. G. Ushakov |
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| Affiliation: | 1. Department of Mathematical Sciences, Norwegian University of Science and Technology, Trondheim, Norway;2. Department of Mathematical Statistics, Moscow State University, Institute of Informatics Problems, FRC CSC RAS, Moscow, Russia |
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| Abstract: | In this work, non parametric tests are proposed for testing the homogeneity of two or more populations. The tests are based on recently obtained characterizations. The test procedure is based on the permutation bootstrap technique. For the two-sample case the new tests are compared with permutation tests based on the empirical characteristic function and some other tests. The comparison is fulfilled via a Monte Carlo simulation. |
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| Keywords: | Multiple homogeneity non parametric test permutation test test for homogeneity. |
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