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Conservative adjustment of permutation p-values when the number of permutations is limited

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In this study, we show through the theory of order statistics that a considerable proportion of p-values will be under-evaluated by the permutation procedure. To solve this problem, we propose to conservatively adjust permutation p-values. The adjustment requi... ...