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Probabilistic networks and expert systems

Author: Robert G Cowell
Publisher: New York [u.a.] : Springer-Verl., 1999.
Series: Statistics for engineering and information science.
Edition/Format:   Print book : EnglishView all editions and formats
Summary:

The work reviewed in this book represents the synthesis of two important developments in modelling of complex stochastic phenomena. The book gives a thorough and rigorous mathematical treatment of  Read more...

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Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Robert G Cowell
ISBN: 0387987673 9780387987675
OCLC Number: 246103514
Description: XII, 321 S : graph. Darst ; 25 cm.
Contents: Logic, Uncertainty, and Probability.- Building and Using Probabilistic Networks.- Graph Theory.- Markov Properties on Graphs.- Discrete Networks.- Gaussian and Mixed Discrete-Gaussian Networks.- Discrete Multistage Decision Networks.- Learning About Probabilities.- Checking Models Against Data.- Structural Learning.
Series Title: Statistics for engineering and information science.
Responsibility: Robert G. Cowell ...
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From the reviews:JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION"This important book fills a void in the graphical Markov models literature. The authors have summarized their extensive and Read more...

 
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