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Activity Number: 115
Type: Contributed
Date/Time: Monday, August 3, 2009 : 8:30 AM to 10:20 AM
Sponsor: WNAR
Abstract - #305532
Title: A New Optimality Property of the Holm Multiple Testing Procedure
Author(s): Alexander Y. Gordon*+
Companies: The University of North Carolina at Charlotte
Address: Department of Mathematics, Charlotte, NC, 28223,
Keywords: Holm procedure ; monotone procedure ; unimprovable procedure
Abstract:

The Holm multiple testing procedure (MTP) was introduced as an improvement of the Bonferroni procedure still controlling the familywise error rate (FWER) at the same level. This improvement is known to be the best possible in the class of monotone step-down MTPs: the Holm procedure dominates every such procedure controlling the FWER at the same level. Here the term "step-down" is understood in the most general sense, and the monotonicity means that reducing some p-values we can only increase the number of rejections. Examples show that the monotonicity alone does not imply such a strong optimality statement. However, in the class of all monotone MTPs controlling the FWER at a fixed level, the Holm procedure still enjoys the property of unimprovability.


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