Ebook > Naturwissenschaft > Biologie > Sandrine Dudoit & Mark J. van der Laan: Multiple Testing Procedures with Applications to Genomics (PDF)

Sandrine Dudoit & Mark J. van der Laan
Multiple Testing Procedures with Applications to Genomics

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Cover von Sandrine Dudoit & Mark J. van der Laan: Multiple Testing Procedures with Applications to Genomics (PDF)

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Inhaltsverzeichnis

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 Obe Links Project.- Software Implementation.

Sprache Englisch ● Format PDF ● Seiten 590 ● ISBN 9780387493176 ● Dateigröße 4.9 MB ● Verlag Springer New York ● Ort NY ● Land US ● Erscheinungsjahr 2007 ● herunterladbar 24 Monate ● Währung EUR ● ID 2145280 ● Kopierschutz Soziales DRM

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