Graphical Models (Oxford Statistical Science Series)

Lauritzen, Steffen L.

ISBN 10: 0198522193 / ISBN 13: 9780198522195

Published by Clarendon Press, 1996

About this Item

ZUSTAND SEHR GUT.

Seller Inventory # A-962-XT

Bibliographic Details

• Title: Graphical Models (Oxford Statistical Science Series)
• Publisher: Clarendon Press
• Publication Date: 1996
• Language: English
• ISBN 10: 0198522193
• ISBN 13: 9780198522195
• Binding: Hardcover
• Edition: 1st Edition
• Condition: Fine
• Dimensions: 16.2W x 24.13H x 2.16D centimeters 16.2 centimeters width by 24.13 centimeters height by 2.16 centimeters depth
• Weight: 0.612 kilograms

About this title

Synopsis

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 graphs, the statistical theory of log-linear and graphical models, and graphical tables with mixed discrete-continuous variables in developed detail. Special topics, such as the application of graphical models to probabilistic expert systems, are described briefly, and appendices give details of the multivariate normal distribution and of the theory of regular exponential families.

About the Author

Steffen L. Lauritzen is at University of Aalborg.