Bayesian Networks: An Introduction


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Bayesian Networks: An Introduction provides a self-contained introduction to the theory and applications of Bayesian networks, a topic of interest and importance for statisticians, computer scientists and those involved in modelling complex data sets. The material has been extensively tested in classroom teaching and assumes a basic knowledge of probability, statistics and mathematics. All notions are carefully explained and feature exercises throughout. Features include: An introduction to Dirichlet Distribution, ...

Bayesian Networks: An Introduction 2009, John Wiley & Sons, Chichester, England

ISBN-13: 9780470743041