Probabilistic Methods for Bioinformatics: With an Introduction to Bayesian Networks

Probabilistic Methods for Bioinformatics: With an Introduction to Bayesian Networks

Author: Richard E. Neapolitan, Xia Jiang

Format: Hardcover

Pages: 406

ISBN: 9780123704764

Language: English

Publisher: Morgan Kaufmann Publishers

Release Date: April 01, 2009

Description du Livre

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.

Commentaires
Blanchefle Morneau
Enfin, je reçois cet ebook, merci pour tous ces miracles de Noël que je peux obtenir maintenant!
Andrée Bédard
Je vous recommanderai à mes collègues. Leur miracle de Noël est les livres les plus précieux que nous ayons jamais achetés. Je serais perdu sans ça. Je suis complète ment époustouflé.
Gradasso Martel
Leur Miracle de Noel était le meilleur livre que j’ai jamais acheter. Leur Miracle de Noel a fait exactement ce que tu as dit qu’il faisait.
Émilie Aucoin
Mes amis sont tellement fous qu’ils ne savent pas comment j’ai tous les ebook de haute qualité qu’ils n’ont pas!
Alphonse Ratté
Je tiens à vous remercier personnellement pour vos livres exceptionnels. C’est vraiment merveilleux.