Graphical Models in Applied Multivariate Statistics
By (author) Joe Whittaker
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Graphical Models in Applied Multivariate Statistics by Joe Whittaker
Book DescriptionThe 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.
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Book DetailsISBN: 9780470743669
(229mm x 155mm x 27mm)
Publisher: John Wiley and Sons Ltd
Publish Date: 28-Oct-2008
Country of Publication: United States
Books By Author Joe Whittaker
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Graphical Models in Applied Multivariate Statistics, Hardback (March 1990)» View all books by Joe Whittaker
Graphical models----a subset of log--linear models----reveal the interrelationships between multiple variables and features of the underlying conditional independence.
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