Graphical Models in Applied Multivariate Statistics

Joe Whittaker

ISBN 10: 0470743662 / ISBN 13: 9780470743669

Editore: Wiley Mär 2009, 2009

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Neuware - 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.

Codice articolo 9780470743669

Dati bibliografici

• Titolo: Graphical Models in Applied Multivariate Statistics
• Editore: Wiley Mär 2009
• Data di pubblicazione: 2009
• Lingua: Inglese
• ISBN 10: 0470743662
• ISBN 13: 9780470743669
• Rilegatura: Taschenbuch
• Condizione: Neu

Descrizione articolo

Riassunto

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.

Informazioni sull?autore

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