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Science/Engineering Probabilistic Methods for Bioinformatics: with an Introduction to Bayesian Networks

Posted on 2010-03-16




Name:Science/Engineering Probabilistic Methods for Bioinformatics: with an Introduction to Bayesian Networks
ASIN/ISBN:0123704766
Language:English
File size:4 Mb
Publisher: Morgan Kaufmann Publishers
ISBN: 0123704766
Publish Date: April 17, 2009
Pages: 400 pages
File Type: PDF
File Size: 4 MB
   Science/Engineering Probabilistic Methods for Bioinformatics: with an Introduction to Bayesian Networks

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Richard E. Neapolitan, "Probabilistic Methods for Bioinformatics: with an Introduction to Bayesian Networks"

The Bayesian network is one of the most important architectures for representing and reasoning with multivariate probability distributions. When used in conjunction with specialized informatics, possibilities of real-world applications are achieved. Probabilistic Methods for BioInformatics explains the application of probability and statistics, in particular Bayesian networks, to genetics. This book provides background material on probability, statistics, and genetics, and then moves on to discuss Bayesian networks and applications to bioinformatics.

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