Multiple Testing Procedures with Applications to Genomics

Name: Multiple Testing Procedures with Applications to Genomics
SKU: 9974373
Price: 413.99 AUD
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Paperback / softback

Series:

Springer Series in Statistics

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Description

This book establishes the theoretical foundations of a general methodology for multiple hypothesis testing and discusses its software implementation in R and SAS. These are applied to a range of problems in biomedical and genomic research, including identification of differentially expressed and co-expressed genes in high-throughput gene expression experiments; tests of association between gene expression measures and biological annotation metadata; sequence analysis; and genetic mapping of complex traits using single nucleotide polymorphisms. The procedures are based on a test statistics joint null distribution and provide Type I error control in testing problems involving general data generating distributions, null hypotheses, and test statistics.

Release date Australia

November 25th, 2010

Author

Audience

Professional & Vocational

Edition

Softcover reprint of hardcover 1st ed. 2008

Illustrations

XXXIII, 590 p.

Pages

590

Series

Springer Series in Statistics

Dimensions

156x234x32

ISBN-13

9781441923790

Product ID

9974373

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