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

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Dudoit, Sandrine/ Van Der Laan, Mark J. 作者

Springer Verlag

译者

2007-10 出版日期

623 页数

$ 134.47 价格

HRD

丛书系列

9780387493169 图书编码

Multiple Testing Procedures with Applications to Genomics 在线电子书图书标签: 美国统计科技数学教材 statistics gene R

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

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

Multiple Testing Procedures with Applications to Genomics 在线电子书图书描述

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.

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