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Genome Biol. 2007;8(5):R69.

Towards the uniform distribution of null P values on Affymetrix microarrays.

Author information

  • 1Bioinformatics Resource Center, The University of North Carolina at Charlotte, University City Boulevard, Charlotte, North Carolina 28223, USA. anthony.fodor@gmail.com

Abstract

Methods to control false-positive rates require that P values of genes that are not differentially expressed follow a uniform distribution. Commonly used microarray statistics can generate P values that do not meet this assumption. We show that poorly characterized variance, imperfect normalization, and cross-hybridization are among the many causes of this non-uniform distribution. We demonstrate a simple technique that produces P values that are close to uniform for nondifferentially expressed genes in control datasets.

PMID:
17472745
[PubMed - indexed for MEDLINE]
PMCID:
PMC1929139
Free PMC Article

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