JSM 2004 - Toronto

Abstract #302063

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Activity Number: 379
Type: Contributed
Date/Time: Wednesday, August 11, 2004 : 2:00 PM to 3:50 PM
Sponsor: IMS
Abstract - #302063
Title: A Note on Multiple Tests for Gene Expression Data
Author(s): Yuhong Yang*+
Companies: Iowa State University
Address: Dept. of Statistics, Ames, IA, 50011-1210,
Keywords: gene expression data ; multiple testing ; weak control ; strong control ; subset pivotality
Abstract:

The issue of multiple testing is commonly encounterted in the work of identifying differentially expressed genes in the analysis of gene expression data. We carefully examine some of the key concepts in the multiple-testing literature such as weak control, strong control, and subset pivotality. We also study the applicability of the permutation-based Westfall and Young procedure for controling the familywise error rate. Our goal is to clarify some misunderstandings about multiple testing in the literature.


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