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Bayesian networks and influence diagrams : a guide to construction and analysis

Author: Uffe B Kjaerulff; Anders L Madsen
Publisher: New York : Springer, ©2008.
Series: Information science and statistics.
Edition/Format:   Print book : EnglishView all editions and formats
Summary:

This book provides a comprehensive guide for practitioners who wish to understand, construct, and analyze intelligent systems for decision support based on probabilistic networks. The theory and  Read more...

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Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Uffe B Kjaerulff; Anders L Madsen
ISBN: 9780387741000 0387741003
OCLC Number: 172984352
Description: xvii, 318 pages : illustrations ; 25 cm.
Contents: Introduction.- Networks.- Probabilities.- Probabilistic Networks.- Solving Probabilistic Networks.- Eliciting the Model.- Modeling Techniques.- Data-Driven Modeling.- Conflict Analysis.- Sensitivity Analysis.- Value of Information Analysis.
Series Title: Information science and statistics.
Responsibility: Uffe B. Kjaerulff, Anders L. Madsen.
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From the reviews: "The book under review is by two well known contributors to this general area. ... the book, consisting of five chapters, provides a very clear, insightful introduction to this Read more...

 
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