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Graphical Models in Applied Multivariate Statistics by J. Whittaker

Graphical Models in Applied Multivariate Statistics

by J. Whittaker
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Book cover type: Hardcover
  • ISBN13: 9780471917502
  • Binding: Hardcover
  • Subject: N/A
  • Publisher: Wiley
  • Publisher Imprint: Wiley
  • Publication Date:
  • Pages: 466
  • Original Price: GBP 307.95
  • Language: English
  • Edition: N/A
  • Item Weight: 772 grams
  • BISAC Subject(s): Probability & Statistics / Multivariate Analysis

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.

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

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