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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.
Bahasa Inggeris ● Format PDF ● Halaman-halaman 590 ● ISBN 9780387493176 ● Saiz fail 4.9 MB ● Penerbit Springer New York ● Bandar raya NY ● Negara US ● Diterbitkan 2007 ● Muat turun 24 bulan ● Mata wang EUR ● ID 2145280 ● Salin perlindungan Social DRM
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