Graphical Models

Name: Graphical Models
Price: 124.29 USD
Availability: InStock
ISBN: 9780198522195

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…

Book details

List price: $165.00
Copyright year: 1996
Publisher: Oxford University Press, Incorporated
Publication date: 7/25/1996
Binding: Hardcover
Pages: 308
Size: 6.38" wide x 9.53" 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