Franklin: Record - Bayesian modeling in bioinformatics / edited by Dipak K. Dey, Samiran Ghosh, Bani K. Mallick.

Franklin: Penn Libraries Catalog

Main Content

Bayesian modeling in bioinformatics / edited by Dipak K. Dey, Samiran Ghosh, Bani K. Mallick.

Publication:
Boca Raton : CRC Press, c2011.
Series:
Chapman & Hall/CRC biostatistics series ; 34.
Chapman & Hall/CRC biostatistics series ; 34
Format/Description:
Book
xxv, 440 p. : ill. ; 25 cm.
Subjects:
Bioinformatics -- Statistical methods.
Bayesian statistical decision theory.
Medical subjects:
Bayes Theorem.
Computational Biology -- methods.
Models, Biological.
Contents:
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 Müller ... [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.
Notes:
"A Chapman & Hall book."
Includes bibliographical references and index.
Local notes:
Acquired for the Penn Libraries with assistance from the Samuel W. Golden Book Fund.
Contributor:
Dey, Dipak.
Ghosh, Samiran.
Mallick, Bani K., 1965-
Samuel W. Golden Book Fund.
ISBN:
9781420070170 (hardcover : alk. paper)
1420070177 (hardcover : alk. paper)
Publisher no.:
99942601202
Web link:
The Samuel W. Golden Book Fund Home Page
The Samuel W. Golden Book Fund Home Page  Bookplate