Chapter 1 Multiple Hypothesis Testing

Chapter 2 Test Statistics Null Distribution

Chapter 3 Overview of Multiple Testing Procedures

Chapter 4 Single-Step Multiple Testing Procedures for Controlling General Type I Error Rates, Θ( Fv n )

Chapter 5 Step-Down Multiple Testing Procedures for Controlling the Family-Wise Error Rate

Chapter 6 Augmentation Multiple Testing Procedures for Controlling Generalized Tail Probability Error Rates

Chapter 7 Resampling-Based Empirical Bayes multiple Testing Procedures for Controlling Generalized Tail Probability Error Rates

Chapter 8 Simulation Studies: Assessment of Test Statistics Null Distributions

Chapter 9 Identification of Differentially Expressed and Co-Expressed Genes in High-Throughput Gene Expression Experiments

Chapter 10 Multiple Tests of Association with Biological Annotation Metadata

Chapter 12 Genetic Mapping of Complex Human Traits Using Single Nucleotide Polymorphisms: The ObeLinks Project

Chapter 13 Software Implementation