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Bayesian modeling in bioinformatics [electronic resource] /

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자료유형E-Book
개인저자Dey, Dipak.
Ghosh, Samiran.
Mallick, Bani K., 1965-
서명/저자사항Bayesian modeling in bioinformatics[electronic resource] /edited by Dipak K. Dey, Samiran Ghosh, Bani K. Mallick.
발행사항Boca Raton : CRC Press, c2011.
형태사항1 online resource (xxv, 440 p.) : ill.
총서사항Chapman & Hall/CRC biostatistics series ;34
ISBN9781420070187 (electronic bk.)
1420070185 (electronic bk.)
일반주기 "A Chapman & Hall book."
서지주기Includes bibliographical references and index.
내용주기Front cover; Contents; List of Tables; List of Figures; Preface; Symbol Description; Chapter 1: Estimation and Testing inTime-Course Microarray Experiments; Chapter 2: Classification for Differential GeneExpression Using Bayesian Hierarchical Models; Chapter 3: Applications of the Mode OrientedStochastic Search (MOSS)Algorithm for Discrete Multi-Way Data to Genomewide Studies; Chapter 4: Nonparametric Bayesian Bioinformatics; Chapter 5: Measurement Error and Survival Model for cDNA Microarrays; Chapter 6: Bayesian Robust Inference for Differential Gene Expression.
요약& Quot;Bayesian Modeling in Bioinformatics" discusses the development and application of Bayesian statistical methods for the analysis of high-throughput bioinformatics data arising from problems in molecular and structural biology and disease-related medical research, such as cancer. It presents a broad overview of statistical inference, clustering, and classification problems in two main high-throughput platforms: microarray gene expression and phylogenic analysis. The book explores Bayesian techniques and models for detecting differentially expressed genes, classifying differential gene.
일반주제명Bioinformatics -- Statistical methods.
Bayesian statistical decision theory.
Natural history.
Science.
NATURE -- Reference.
SCIENCE -- Life Sciences -- General.
SCIENCE -- Life Sciences -- Biology.
언어영어
기타형태 저록Print version:Bayesian modeling in bioinformatics.Boca Raton : CRC Press, c20119781420070170
대출바로가기http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=337584

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