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Combining Independent Statistical Tests

by: Margareta Westberg


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In the present study two well-known combination methods, Fisher's and Tippett's, are compared according to their power. The calculations are made for normally and chi-square distributed test statistics. None of the two procedures is uniformly better than the other according to the power but sometimes the power curves cross each other. The calculated power-graphs give guidelines for when to use Fisher's method and when to use Tippett's.


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