Probabilistic Methods for Bioinformatics: with an Introduction to Bayesian Networks PDF (Adobe DRM) download by Richard E. Neapolitan

Probabilistic Methods for Bioinformatics: with an Introduction to Bayesian Networks

Elsevier S&T
Publication date: April 2009
ISBN: 9780080919362
Digital Book format: PDF (Adobe DRM)

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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.



Rather than getting bogged down in proofs and algorithms, probabilistic methods used for biological information and Bayesian networks are explained in an accessible way using applications and case studies. The many useful applications of Bayesian networks that have been developed in the past 10 years are discussed. Forming a review of all the significant work in the field that will arguably become the most prevalent method in biological data analysis.




  • Unique coverage of probabilistic reasoning methods applied to bioinformatics data--those methods that are likely to become the standard analysis tools for bioinformatics.

  • Shares insights about when and why probabilistic methods can and cannot be used effectively;

  • Complete review of Bayesian networks and probabilistic methods with a practical approach.
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Probabilistic Methods for Bioinformatics: with an Introduction to Bayesian Networks PDF (Adobe DRM) download by Richard E. Neapolitan
Elsevier S&T, April 2009
ISBN: 9780080919362
EAN:  9780080919362
PDF (Adobe DRM)
List Price: $72.95 eBook price: $67.99
Probabilistic Methods for Bioinformatics: with an Introduction to Bayesian Networks ePub (Adobe DRM) download by Richard E. Neapolitan
Elsevier S&T, April 2009
ISBN: 9780080919362
EAN:  2370004189642
ePub (Adobe DRM)
List Price: $72.95 eBook price: $67.99
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