On the correspondence between population-averaged models and a class of cluster-specific models for correlated binary data

  • Sashegyi A
  • Brown K
  • Farrell P
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Abstract

The relationship between marginal (population-averaged) models for cluster-correlated binary data, and a class of cluster-specific, logistic-normal random effects models is discussed. We show that random effects models can accomplish the same end as a more direct modelling of intra-cluster correlation, as in GEE. © 2001 Elsevier Science B.V.

Author-supplied keywords

  • Cluster-specific models
  • Clustered data
  • Correlated binary responses
  • Population-averaged models
  • Random effects models

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Authors

  • Andreas I. Sashegyi

  • K. Stephen Brown

  • Patrick J. Farrell

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