Description

Book Synopsis

Graphical models----a subset of log--linear models----reveal the interrelationships between multiple variables and features of the underlying conditional independence.

Table of Contents

Independence and Interaction.

Independence Graphs.

Information Divergence.

The Inverse Variance.

Graphical Gaussian Models.

Graphical Log-Linear Models.

Model Selection.

Methods for Sparse Tables.

Regression and Graphical Chain Models.

Models for Mixed Variables.

Decompositions and Decomposability.

Appendices.

References.

Author Index.

Subject Index.

Graphical Models in Applied Multivariate

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    A Hardback by J. Whittaker

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      Book details

      Publisher John Wiley & Sons
      Published 28 March 1990
      ISBN-13 9780471917502
      978-0471917502
      ISBN-10 0471917508

      Description

      Book Synopsis

      Graphical models----a subset of log--linear models----reveal the interrelationships between multiple variables and features of the underlying conditional independence.

      Table of Contents

      Independence and Interaction.

      Independence Graphs.

      Information Divergence.

      The Inverse Variance.

      Graphical Gaussian Models.

      Graphical Log-Linear Models.

      Model Selection.

      Methods for Sparse Tables.

      Regression and Graphical Chain Models.

      Models for Mixed Variables.

      Decompositions and Decomposability.

      Appendices.

      References.

      Author Index.

      Subject Index.

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