Probabilistic Conditional Independence Structures PDF
by Milan Studeny
Part of the Information Science and Statistics series
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Probabilistic Conditional Independence Structures
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.
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- Format:PDF
- Publisher:Springer London
- Publication Date:22/06/2006
- Category:
- ISBN:9781846280832
Information
-
Download Now
- Format:PDF
- Publisher:Springer London
- Publication Date:22/06/2006
- Category:
- ISBN:9781846280832
