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Taux de résistance des tests de rang d'indépendance
Authors:Philippe Capra  Ana Isabel Garralda Guillem
Institution:Philippe Capéraà,Ana Isabel Garralda Guillem
Abstract:The resistance of tests to acceptance and rejection of null hypotheses was denned and studied by Ylvisaker in the context of one-sample problems. This notion provides a measure of a test's resistance to outliers. In this paper, we propose an extension of this notion to rank-based tests of independence for bivariate random variables. We show, among other things, that Kendall's test of independence is more resistant than Spearman's test.
Keywords:Tests of independence  rank tests  resistance to acceptance and rejection  robustness  Kendall's and Spearman's tests
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