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Milan Studeny - Probabilistic Conditional Independence Structures - 9781852338916 - V9781852338916
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Probabilistic Conditional Independence Structures

€ 128.81
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Description for Probabilistic Conditional Independence Structures Hardback. Conditional independence is a topic that lies between statistics and artificial intelligence. This title provides the mathematical description of probabilistic conditional independence structures. It presents the methods of structural imsets and supermodular functions, and deals with independence implication and equivalence of structural imsets. Series: Information Science and Statistics. Num Pages: 285 pages, 42 black & white illustrations, biography. BIC Classification: PB; UYQ. Category: (P) Professional & Vocational; (UP) Postgraduate, Research & Scholarly; (UU) Undergraduate. Dimension: 234 x 156 x 17. Weight in Grams: 598.

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 ... Read more

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Product Details

Format
Hardback
Publication date
2004
Publisher
Springer London Ltd United Kingdom
Number of pages
285
Condition
New
Series
Information Science and Statistics
Number of Pages
285
Place of Publication
England, United Kingdom
ISBN
9781852338916
SKU
V9781852338916
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15

Reviews for Probabilistic Conditional Independence Structures
From the reviews: "This monograph aims to present methods of structural imsets and supermodel functions and considers the independence implication and equivalence of structural imsets. Dr. Studeny also looks at motivation, mathematical foundations and areas of application. … The book has been prepared so that it will be understood by statisticians but also by researchers, ... Read more

Goodreads reviews for Probabilistic Conditional Independence Structures


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