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Probabilistic Conditional Independence Structures

169,38 
169,38 
2025-07-31 169.3800 InStock
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Knygos aprašymas

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.

Informacija

Autorius: Milan Studeny
Serija: Information Science and Statistics
Leidėjas: Springer London
Išleidimo metai: 2010
Knygos puslapių skaičius: 300
ISBN-10: 1849969485
ISBN-13: 9781849969482
Formatas: Knyga minkštu viršeliu
Kalba: Anglų
Žanras: Probability and statistics

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