Estimation and control of multiple testing error rates for microarray studies

Author:

Pounds Stanley B.1

Affiliation:

1. Stanley Pounds is an Assistant Member of the Department of Biostatistics, St. Jude Children's Research Hospital, Memphis, TN, USA. His research focuses on developing and improving statistical methods for the analysis of microarray gene expression data, with special emphasis on methods that estimate or control multiple testing error rates.

Publisher

Oxford University Press (OUP)

Subject

Molecular Biology,Information Systems

Reference48 articles.

1. DNA microarrays: vital statistics;Tilstone;Nature,2003

2. Statistical significance for genomewide studies;Storey;Proc Nat Acad Sci USA,2003

3. Estimating the occurrence of false positives and false negatives in microarray studies by approximating and partitioning the empirical distribution of P-values;Pounds;Bioinformatics,2003

4. Multiple Testing. Part I. Single-step procedures for control of general type I error rates;Dudoit;Statistical Applications in Genetics and Molecular Biology,2004

5. Controlling the false discovery rate: a practical and powerful approach to multiple testing;Benjamini;J Roy Stat Soc B,1995

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