Probabilistic Conditional Independence Structures: With 42 Illustrations - Couverture rigide

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9781852338916: Probabilistic Conditional Independence Structures: With 42 Illustrations
Couverture rigide
ISBN 10 : 1852338911 ISBN 13 : 9781852338916
Editeur : Springer London Ltd, 2005

Synopsis

Conditional independence is a topic that lies between statistics and artificial intelligence. 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.

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Éditeur
Springer London Ltd
Date d'édition
2005
Langue
anglais
ISBN 10 
1852338911
ISBN 13 
9781852338916
Reliure
Relié
Nombre de pages
299
Coordonnées du fabricant
non disponible
Personne responsable
non disponible

Autres éditions populaires du même titre

9781849969482: Probabilistic Conditional Independence Structures

Edition présentée

ISBN 10 :  1849969485 ISBN 13 :  9781849969482
Editeur : Springer, 2010
Couverture souple