Multiple Testing Procedures with Applications to Genomics
| Main Authors: | , |
|---|---|
| Corporate Author: | |
| Format: | eBook |
| Language: | English |
| Published: |
New York, NY :
Springer New York : Imprint: Springer,
2008.
|
| Edition: | 1st ed. 2008. |
| Series: | Springer Series in Statistics,
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| Subjects: | |
| Online Access: | https://doi.org/10.1007/978-0-387-49317-6 |
Table of Contents:
- 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.