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Main Title Bayesian modeling in bioinformatics /
Other Authors
Author Title of a Work
Dey, Dipak.
Ghosh, Samiran.
Mallick, Bani K.,
Publisher CRC Press,
Year Published 2011
OCLC Number 166872488
ISBN 9781420070170 (hardcover : alk. paper); 1420070177 (hardcover : alk. paper)
Subjects Bioinformatics--Statistical methods ; Bayesian statistical decision theory ; Computational biology--Methods ; Biological models
Library Call Number Additional Info Location Last
EKBM  QH324.2.D49 2011 Research Triangle Park Library/RTP, NC 08/01/2011
Collation xxv, 440 p. : ill. ; 25 cm.
"A Chapman & Hall book." Includes bibliographical references and index.
Contents Notes
Estimation and testing in time-course microarray experiments / C. Angelini, D. De Canditiis, and M. Pensky -- Classification for differential gene expression using Bayesian hierarchical models / Natalia Bochkina and Alex Lewin -- Applications of MOSS for discrete multi-way data / Adrian Dobra ... [et al.] -- Nonparametric Bayesian bioinformatics / David B. Dunson -- Measurement error and survival model for cDNA micro-arrays / Jonathan A.L. Gelfond and Joseph G. Ibrahim -- Bayesian robust inference for differential gene expression / Raphael Gottardo -- Bayesian hidden Markov modeling of array CGH data / Subharup Guha -- Bayesian approaches to phylogenetic analysis / Mark T. Holder, Jeet Sukumaran, and Rafe M. Brown -- Gene selection for the identification of biomarkers in high-throughout data / Jaesik Jeong ... [et al.] -- Sparsity priors for protein-protein interaction predictions / Inyoung Kim, Yin Liu, and Hongyu Zhao -- Learning Bayesian networks for gene expression data / Farning Liang -- In-vitro to in-vivo factor profiling in expression genomics / Joseph E. Lucas ... [et al.] -- Proportional hazards regression using Bayesian kernel machines / Arnab Maity and Bani K. Mallick -- A Bayesian mixture model for protein biomarker discovery / Peter Mèuller ... [et al.] -- Bayesian methods for detecting differentially expressed genes / Fang Yu, Ming-Hui Chen, and Lynn Kuo -- Bayes and empirical Bayes methods for spotted microarray data analysis / Dabao Zhang -- Bayesian Classification method for QTL mapping / Min Zhang.