Multiple Testing Procedures with Applications to Genomics is popular PDF and ePub book, written by Sandrine Dudoit in 2007-12-18, it is a fantastic choice for those who relish reading online the Science genre. Let's immerse ourselves in this engaging Science book by exploring the summary and details provided below. Remember, Multiple Testing Procedures with Applications to Genomics can be Read Online from any device for your convenience.
Multiple Testing Procedures with Applications to Genomics Book PDF Summary
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.
Detail Book of Multiple Testing Procedures with Applications to Genomics PDF
- Author : Sandrine Dudoit
- Release : 18 December 2007
- Publisher : Springer Science & Business Media
- ISBN : 9780387493176
- Genre : Science
- Total Page : 611 pages
- Language : English
- PDF File Size : 13,9 Mb
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