Multiple Testing Procedures with Applications to Genomics
Autores principales: | , |
---|---|
Autor Corporativo: | |
Formato: | eBook |
Lenguaje: | English |
Publicado: |
New York, NY :
Springer New York : Imprint: Springer,
2008.
|
Edición: | 1st ed. 2008. |
Colección: | Springer Series in Statistics,
|
Materias: | |
Acceso en línea: | https://doi.org/10.1007/978-0-387-49317-6 |
Tabla de Contenidos:
- 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.