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Graphical Models

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ISBN-10: 0198522193

ISBN-13: 9780198522195

Edition: 1996

Authors: Steffen L. Lauritzen

List price: $165.00
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The application of graph theory to modelling systems began in several scientific areas, among them statistical physics (the study of large particle systems), genetics (studying inheritable properties of natural species), and interactions in contingency tables. The use of graphical models in statistics has increased considerably in these and other areas such as artificial intelligence, and the theory has been greatly developed and extended. This is the first comprehensive and authoritative account of the theory of graphical models. Written by a leading expert in the field, it contains the fundamentals graph required and a thorough study of Markov properties associated with various type of…    
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Book details

List price: $165.00
Copyright year: 1996
Publisher: Oxford University Press, Incorporated
Publication date: 7/25/1996
Binding: Hardcover
Pages: 308
Size: 6.14" wide x 9.13" long x 0.83" tall
Weight: 1.320
Language: English

Introduction
Graphs and hypergraphs
Conditional independence and Markov properties
Contingency tables
Multivariate normal models
Models for mixed data
Further topics
Various prerequisites
Linear algebra and random vectors
The multivariate distribution
Exponential models
Bibliography
Index