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Graphical Models in Applied Multivariate Statistics

by J. Whittaker

2020-07-25 21:59:07

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Graphical models—a subset of log-linear models—reveal the interrelationships between multiple variables and features of the underlying conditional independence. Following the theorem-proof-remarks format, this introduction to the use of gra... Read more
Graphical models—a subset of log-linear models—reveal the interrelationships between multiple variables and features of the underlying conditional independence. Following the theorem-proof-remarks format, 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. Less

Book Details

File size6.38(w)x9.41(h)x1.20
Print pages466
PublisherWiley
Publication date January 16, 1991
LanguageEnglish
ISBN9780471917502
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J. Whittaker
Author
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