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Probabilistic Networks and Expert Systems (Statistics for Engineering and Information Science)

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Title: Probabilistic Networks and Expert Systems (Statistics for Engineering and Information Science)
by Robert G. Cowell, A. Phillip Dawid, Steffen L. Lauritzen, David J. Spiegehalter, David J. Spiegelhater
ISBN: 0-387-98767-3
Publisher: Springer Verlag
Pub. Date: July, 1999
Format: Hardcover
Volumes: 1
List Price(USD): $84.95

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Average Customer Rating: 3 (2 reviews)

Customer Reviews

Rating: 1
Summary: Extremely technical book
Comment: Too synthetic and technical to be used as an introduction to the subject, even for experienced statisticians and graduate students.

Rating: 5
Summary: A comprehensive advanced study book for graduate students
Comment: This book starts with basic probabilistic concepts, graph theory, junction trees, conditional independence, to advanced topics related to learning Bayesian network. Many practical examples are clear and helpful. Good for graduate students of computer science and statistics.

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