Multiple Testing Procedures with Applications to Genomics pdf epub mobi txt 電子書下載 2024

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Dudoit, Sandrine/ Van Der Laan, Mark J.

Springer Verlag

2007-10

623

$ 134.47

HRD

9780387493169

圖書標籤: 美國統計科技數學教材 statistics gene R

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发表于2024-12-26

Multiple Testing Procedures with Applications to Genomics epub 下載 mobi 下載 pdf 下載 txt 電子書下載 2024

Multiple Testing Procedures with Applications to Genomics pdf epub mobi txt 電子書下載 2024

圖書描述

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.

Multiple Testing Procedures with Applications to Genomics 下載 mobi epub pdf txt 電子書