Multiple Testing Procedures with Applications to Genomics - Dudoit, Sandrine; van der Laan, Mark J.; SpringerLink (Online service) (New York, NY : Springer New York : Imprint: Springer, 2008)
Multiple Hypothesis Testing -- Test Statistics Null Distribution -- Overview of Multiple Testing Procedures -- Single-Step Multiple Testing Procedures for Controlling General Type I Error Rates, ?(Fvn) -- Step-Down Multiple Testing Procedures for Controlling the Family-Wise Error Rate -- Augmentation Multiple Testing Procedures for Controlling Generalized Tail Probability Error Rates -- Resampling-Based Empirical Bayes multiple Testing Procedures for Controlling Generalized Tail Probability Error Rates -- Simulation Studies: Assessment of Test Statistics Null Distributions -- Identification of Differentially Expressed and Co-Expressed Genes in High-Throughput Gene Expression Experiments -- Multiple Tests of Association with Biological Annotation Metadata -- HIV-1 Sequence Variation and Viral Replication Capacity -- Genetic Mapping of Complex Human Traits Using Single Nucleotide Polymorphisms: The ObeLinks Project -- Software Implementation.
Keywords: Bioinformatics; Statistics .; Bioinformatics; Statistical Theory and Methods; Statistics for Life Sciences, Medicine, Health Sciences