Probabilistic Methods for Bioinformatics : With an Introduction to Bayesian Networks

Language: English

Published by Elsevier Science, 2009

0123704766 / 9780123704764

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nach der Bestellung gedruckt Neuware - Printed after ordering - 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.…

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Title
Probabilistic Methods for Bioinformatics : With an Introduction to Bayesian Networks
Author
Richard E Neapolitan
Publisher
Elsevier Science
Publication year
2009
Condition
Neu
Binding
Buch
Language
English
ISBN 10
0123704766
ISBN 13
9780123704764
Item weight
897 grams
Dimensions
243x197x29 mm

AHA-BUCH GmbH

Einbeck, Germany

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