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Probabilistic Conditional Independence Structures on Hardback by Milan Studeny
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Description

Probabilistic Conditional Independence Structures provides the mathematical description of probabilistic conditional independence structures; the author uses non-graphical methods of their description, and takes an algebraic approach. The monograph presents the methods of structural imsets and supermodular functions, and deals with independence implication and equivalence of structural imsets. Motivation, mathematical foundations and areas of application are included, and a rough overview of graphical methods is also given. In particular, the author has been careful to use suitable terminology, and presents the work so that it will be understood by both statisticians, and by researchers in artificial intelligence. The necessary elementary mathematical notions are recalled in an appendix.
Release date NZ
January 7th, 2005
Author
Audiences
  • Postgraduate, Research & Scholarly
  • Professional & Vocational
  • Undergraduate
Illustrations
42 Illustrations, black and white; XIV, 285 p. 42 illus.
Pages
285
Dimensions
156x234x17
ISBN-13
9781852338916
Product ID
5268858

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Probabilistic Conditional Independence Structures by Milan Studeny
$291.00
Probabilistic Conditional Independence Structures
by Milan Studeny ~ Paperback / softback
Available - Usually ships in 3-4 weeks

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