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    Graphical Models in Applied Multivariate Statistics

Graphical Models in Applied Multivariate Statistics

J Whittaker
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      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.
      Format: CONTRIBUTORS: J Whittaker EAN: 9780470743669 COUNTRY: United States PAGES: WEIGHT: 652 g HEIGHT: 231 cm
      PUBLISHED BY: John Wiley & Sons Inc DATE PUBLISHED: 2008-10-28 CITY: GENRE: MATHEMATICS / Probability & Statistics / General WIDTH: 153 cm SPINE:

      Book Themes:

      Probability and statistics, Mathematical modelling

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      Joe Whittaker is the author of Graphical Models in Applied Multivariate Statistics, published by Wiley.
      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.
      Format: CONTRIBUTORS: J Whittaker EAN: 9780470743669 COUNTRY: United States PAGES: WEIGHT: 652 g HEIGHT: 231 cm
      PUBLISHED BY: John Wiley & Sons Inc DATE PUBLISHED: 2008-10-28 CITY: GENRE: MATHEMATICS / Probability & Statistics / General WIDTH: 153 cm SPINE:

      Book Themes:

      Probability and statistics, Mathematical modelling

      Customer Reviews

      Be the first to write a review
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      Joe Whittaker is the author of Graphical Models in Applied Multivariate Statistics, published by Wiley.

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