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Multiple Testing Procedures with Applications to Genomics

Overview of attention for book
Cover of 'Multiple Testing Procedures with Applications to Genomics'

Table of Contents

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    Book Overview
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    Chapter 1 Multiple Hypothesis Testing
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    Chapter 2 Test Statistics Null Distribution
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    Chapter 3 Overview of Multiple Testing Procedures
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    Chapter 4 Single-Step Multiple Testing Procedures for Controlling General Type I Error Rates, Θ( Fv n )
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    Chapter 5 Step-Down Multiple Testing Procedures for Controlling the Family-Wise Error Rate
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    Chapter 6 Augmentation Multiple Testing Procedures for Controlling Generalized Tail Probability Error Rates
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    Chapter 7 Resampling-Based Empirical Bayes multiple Testing Procedures for Controlling Generalized Tail Probability Error Rates
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    Chapter 8 Simulation Studies: Assessment of Test Statistics Null Distributions
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    Chapter 9 Identification of Differentially Expressed and Co-Expressed Genes in High-Throughput Gene Expression Experiments
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    Chapter 10 Multiple Tests of Association with Biological Annotation Metadata
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    Chapter 11 HIV-1 Sequence Variation and Viral Replication Capacity
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    Chapter 12 Genetic Mapping of Complex Human Traits Using Single Nucleotide Polymorphisms: The ObeLinks Project
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    Chapter 13 Software Implementation
Attention for Chapter 7: Resampling-Based Empirical Bayes multiple Testing Procedures for Controlling Generalized Tail Probability Error Rates
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