Probabilistic Methods for Bioinformatics: with an Introduction to Bayesian Networks by Richard E. Neapolitan MK | 2009 | ISBN: 0123704766 | 400 pages | PDF | 14 MB
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.
