Graphical Models in Applied Multivariate Statistics

Whittaker, Joe

ISBN 10: 0470743662 ISBN 13: 9780470743669

Published by Wiley, 2009

Language: English

Condition: New Soft cover

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Bibliographic Details

Title

Graphical Models in Applied Multivariate Statistics

Publisher

Wiley

Publication Date

2009

Language

English

ISBN 10

0470743662

ISBN 13

9780470743669

Binding

Soft cover

Condition

New

Seller catalogs

About this title

Synopsis

The Wiley Paperback Series makes valuable content more accessible to a new generation of statisticians, mathematicians and scientists.

Graphical models--a subset of log-linear models--reveal the interrelationships between multiple variables and features of the underlying conditional independence. This introduction to the use of graphical models in the description and modeling of multivariate systems covers conditional independence, several types of independence graphs, Gaussian models, issues in model selection, regression and decomposition. Many numerical examples and exercises with solutions are included.

This book is aimed at students who require a course on applied multivariate statistics unified by the concept of conditional independence and researchers concerned with applying graphical modelling techniques.

About the Author

Joe Whittaker is the author of Graphical Models in Applied Multivariate Statistics, published by Wiley.

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