Multiple Testing Procedures with Applications to Genomics

Multiple Testing Procedures with Applications to Genomics

Detalles Bibliográficos
Autores principales: Dudoit, Sandrine. (Autor), van der Laan, Mark J. (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: eBook
Lenguaje:English
Publicado: New York, NY : Springer New York : Imprint: Springer, 2008.
Edición:1st ed. 2008.
Colección:Springer Series in Statistics,
Materias:
Bioinformatics.
Statistics .
Statistical Theory and Methods.
Statistics for Life Sciences, Medicine, Health Sciences.
Acceso en línea:https://doi.org/10.1007/978-0-387-49317-6
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100 1 |a Dudoit, Sandrine.  |e author. 
245 1 0 |a Multiple Testing Procedures with Applications to Genomics  |c by Sandrine Dudoit, Mark J. van der Laan. 
250 |a 1st ed. 2008. 
260 # # |a New York, NY :  |b Springer New York :  |b Imprint: Springer,  |c 2008. 
300 |a XXXIII, 590 p.  |b online resource. 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
490 1 |a Springer Series in Statistics, 
505 0 |a 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. 
650 0 |a Bioinformatics. 
650 0 |a Statistics . 
650 1 4 |a Bioinformatics. 
650 2 4 |a Statistical Theory and Methods. 
650 2 4 |a Statistics for Life Sciences, Medicine, Health Sciences. 
700 1 |a van der Laan, Mark J.  |e author. 
710 2 |a SpringerLink (Online service) 
773 0 |t Springer eBooks 
856 4 0 |u https://doi.org/10.1007/978-0-387-49317-6 

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