Probabilistic Conditional Independence Structures (Information Science and Statistics) book cover by Milan Studeny

Probabilistic Conditional Independence Structures (Information Science and Statistics) [9781852338916]

Name: Probabilistic Conditional Independence Structures (Information Science and Statistics) [9781852338916]
SKU: 9781852338916
Availability: InStock

Author: Milan Studeny

Hardcover

SKU: 9781852338916

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Price $109.99

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Overview

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.

The book, Probabilistic Conditional Independence Structures (Information Science and Statistics) [Bulk, Wholesale, Quantity] ISBN#9781852338916 in Hardcover by Milan Studeny may be ordered in bulk quantities. Minimum starts at 25 copies. Availability based on publisher status and quantity being ordered.

Details

Author:

Milan Studeny

Format:

Hardcover

Publication Date:

01/07/2005

ISBN-13:

9781852338916

Pages:

285

Publisher:

Springer London

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