Multiple Testing Procedures with Applications to Genomics pdf epub mobi txt 电子书下载 2024

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Dudoit, Sandrine/ Van Der Laan, Mark J.

Springer Verlag

2007-10

623

$ 134.47

HRD

9780387493169

图书标签: 美国统计科技数学教材 statistics gene R

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发表于2024-12-25

Multiple Testing Procedures with Applications to Genomics epub 下载 mobi 下载 pdf 下载 txt 电子书下载 2024

Multiple Testing Procedures with Applications to Genomics pdf epub mobi txt 电子书下载 2024

图书描述

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 下载 mobi epub pdf txt 电子书