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Bayesian networks and decision graphs : February 8, 2007

Author: Finn V Jensen; Thomas Dyhre Nielsen
Publisher: Berlin : Springer, 2007.
Series: Information science and statistics
Edition/Format:   Computer file : EnglishView all editions and formats
Summary:

This is a new edition of an essential work on Bayesian networks and decision graphs. It is an introduction to probabilistic graphical models including Bayesian networks and influence diagrams. It  Read more...

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Material Type: Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Finn V Jensen; Thomas Dyhre Nielsen
ISBN: 9780387682822 0387682821 9780387682815 0387682813
OCLC Number: 695291002
Notes: Lizenzpflichtig.
Description: Online-Ressource
Contents: Causal and Bayesian Networks * Part I: A Practical Guide to Normative Systems: Building Models * Learning, Adaptation, and Tuning * Decision Graphs * Part II: Algorithms for Normative Systems: Belief Updating in Bayesian Networks * Bayesian Network Analysis Tools * Algorithms for Influence Diagrams
Series Title: Information science and statistics
Responsibility: Finn V. Jensen and Thomas D. Nielsen.

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From the reviews:MATHEMATICAL REVIEWS"This is indeed an invaluable text for students in information technology, engineering, and statistics. It is also very helpful for researchers in these fields Read more...

 
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