Bayesian Networks: An Introduction

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Bayesian Networks: An Introduction provides a self-containedintroduction to the theory and applications of Bayesian networks, atopic of interest and importance for statisticians, computerscientists and those involved in modelling complex data sets. Thematerial has been extensively tested in classroom teaching andassumes a basic knowledge of probability, statistics andmathematics. All notions are carefully explained and featureexercises throughout. Features include: An introduction to Dirichlet Distribution, Exponential ...

Bayesian Networks: An Introduction 2009, Wiley, Chichester, England

ISBN-13: 9780470743041