Cover Image

Bayesian analysis of gene expression data /

Bibliographic Details
Main Author: Mallick, Bani K., 1965-
Other Authors: Gold, David, 1970-, Baladandayuthapani, Veerabhadran, 1976-
Format: eBook
Language:English
Published: Chichester, U.K. : Wiley, 2009.
Series:Statistics in practice.
Subjects:
Gene expression > Statistical methods.
Bayesian statistical decision theory.
Oligonucleotide Array Sequence Analysis > methods
Bayes Theorem
Data Interpretation, Statistical
Online Access:Connect to the full text of this electronic book
Table of Contents:
  • 1. Bioinformatics and gene expression experiments
  • 2. Gene expression data : basic biology and experiments
  • 3. Bayesian linear models for gene expression
  • 4. Bayesian multiple testing and false discovery rate analysis
  • 5. Bayesian classification for microarray data
  • 6. Bayesian hypothesis inference for gene classes
  • 7. Unsupervised classification and Bayesian clustering
  • 8. Bayesian graphical models
  • 9. Advanced topics
  • App. A. Basics of Bayesian modeling
  • App. B. Bayesian computation tools.