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This is the preliminary program for the 2007 Joint Statistical Meetings in Salt Lake City, Utah.

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Activity Number: 27
Type: Contributed
Date/Time: Sunday, July 29, 2007 : 2:00 PM to 3:50 PM
Sponsor: IMS
Abstract - #309401
Title: Modified Holm's Critical Values Using Correlation
Author(s): Zijiang Yang*+ and Sanat Sarkar
Companies: Temple University and Temple University
Address: 2108B Mather Way, Elkins Park, PA, 19027,
Keywords: Multiple comparisons ; Familywise error rate ; Step-down test ; Modified Holm's procedures
Abstract:

Holm (1979) proposed a step-down procedure for multiple hypothesis testing with a control of the familywise error rate (FWER) under any kind of dependence. Seneta and Chen (2005) sharpened the Holm procedure by taking into account the correlations between the test statistics. In this article, the Seneta-Chen procedure is further modified yielding a more powerful FWER controlling procedure. Simulations were carried out to show that our procedure often provides much better FWER control and power than the Seneta-Chen procedure.


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Revised September, 2007