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Probabilistic Conditional Independence Structures von Studeny, M. (eBook)

  • Erscheinungsdatum: 22.06.2006
  • Verlag: Springer-Verlag
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Probabilistic Conditional Independence Structures

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.


    Format: PDF
    Kopierschutz: AdobeDRM
    Seitenzahl: 285
    Erscheinungsdatum: 22.06.2006
    Sprache: Englisch
    ISBN: 9781846280832
    Verlag: Springer-Verlag
    Größe: 2119 kBytes
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