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Bayesian Analysis of Gene Expression Data

Bayesian Analysis of Gene Expression Data

Veera Baladandayuthapani, David Gold, Bani K. Mallick

Wiley
Collection: Statistics in Practice
Publication date : 2009-07-20

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The field of high-throughput genetic experimentation is evolving rapidly, with the advent of new technologies and new venues for data mining. Bayesian methods play a role central to the future of data and knowledge integration in the field of Bioinformatics. This book is devoted exclusively to Bayesian methods of analysis for applications to high-throughput gene expression data, exploring the relevant methods that are changing Bioinformatics. Case studies, illustrating Bayesian analyses of public gene expression data, provide the backdrop for students to develop analytical skills, while the more experienced readers will find the review of advanced methods challenging and attainable.

This book:

Introduces the fundamentals in Bayesian methods of analysis for applications to high-throughput gene expression data.
Provides an extensive review of Bayesian analysis and advanced topics for Bioinformatics, including examples that extensively detail the necessary applications.
Accompanied by website featuring datasets, exercises and solutions.

Bayesian Analysis of Gene Expression Data offers a unique introduction to both Bayesian analysis and gene expression, aimed at graduate students in Statistics, Biomedical Engineers, Computer Scientists, Biostatisticians, Statistical Geneticists, Computational Biologists, applied Mathematicians and Medical consultants working in genomics. Bioinformatics researchers from many fields will find much value in this book.

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About the book

Author

Veera Baladandayuthapani , David Gold , Bani K. Mallick

Imprint

Wiley

Collection

Statistics in Practice

Publication date

2009-07-20

Pages

252 pages

Print ISBN

9780470517666

Language

English

Ebook informations

EAN PDF

9780470742815

Price

£76.96

Copy count 0

Print count 252

File size 3328 Ko

Informations accessibility

Compatibility

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About author(s)

Veera Baladandayuthapani

David Gold

Bani K. Mallick

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