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Generalized graphical models for discrete data

Author

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  • Teugels, Jozef L.
  • Van Horebeek, Johan

Abstract

Traditional graphical models are extended by allowing that the presence or absence of a connection between two nodes depends on the values of the remaining variables. We first compare the extended model to the classical log-linear model. After discussing the induced consistency problem we illustrate the corresponding estimation problem by way of an example.

Suggested Citation

  • Teugels, Jozef L. & Van Horebeek, Johan, 1998. "Generalized graphical models for discrete data," Statistics & Probability Letters, Elsevier, vol. 38(1), pages 41-47, May.
    • Handle: RePEc:eee:stapro:v:38:y:1998:i:1:p:41-47
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    Cited by:

    1. Hojsgaard, Soren, 2003. "Split models for contingency tables," Computational Statistics & Data Analysis, Elsevier, vol. 42(4), pages 621-645, April.

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