Bayesian Networks: An Introduction
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.
This book will prove a valuable resource for postgraduatestudents of statistics, computer engineering, mathematics, datamining, artificial intelligence, and biology.
Researchers and users of comparable modelling or statisticaltechniques such as neural networks will also find this book ofinterest.