Multiple Testing Procedures with Applications to Genomics

Released on by Sandrine Dudoit
preview-18

  • Multiple Testing Procedures with Applications to Genomics Book Detail

  • Author : Sandrine Dudoit
  • Release Date : 2010-11-25
  • Publisher : Springer
  • Genre : Science
  • Pages : 0
  • ISBN 13 : 9781441923790
  • File Size : 19,19 MB
DOWNLOAD BOOK

Multiple Testing Procedures with Applications to Genomics by Sandrine Dudoit PDF Summary

Book 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.

Disclaimer: www.yourbookbest.com does not own Multiple Testing Procedures with Applications to Genomics books pdf, neither created or scanned. We just provide the link that is already available on the internet, public domain and in Google Drive. If any way it violates the law or has any issues, then kindly mail us via contact us page to request the removal of the link.