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Generalized Holm’s procedure for multiple hypotheses testing problems

ABSTRACT A generalized Holm’s procedure is proposed which can reject several null hypotheses at each step sequentially and also strongly controls the family-wise error rate regardless of the dependence of individual test statistics. The new procedure is more powerful than Holm’s procedure if the number of rejections m and m > 0 is prespecified before the test.