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Graphical Models in Applied Multivariate Statistics

Graphical Models in Applied Multivariate Statistics

Hardcover

Series: Wiley Probability and Statistics

Probability & Statistics

ISBN10: 0471917508
ISBN13: 9780471917502
Publisher: Wiley
Published: Jan 15 1991
Pages: 463
Weight: 1.70
Height: 1.45 Width: 6.30 Depth: 9.28
Language: English
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.

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Whittaker, J.

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Probability & Statistics