2001-04-01
On the correspondence between population-averaged models and a class of cluster-specific models for correlated binary data
Publication
Publication
Statistics and Probability Letters , Volume 52 - Issue 2 p. 135- 144
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.
| Additional Metadata | |
|---|---|
| Cluster-specific models, Clustered data, Correlated binary responses, Population-averaged models, Random effects models | |
| dx.doi.org/10.1016/S0167-7152(00)00183-8 | |
| Statistics and Probability Letters | |
| Organisation | School of Mathematics and Statistics |
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Sashegyi, A.I. (Andreas I.), Brown, K.S. (K. Stephen), & Farrell, P. (2001). On the correspondence between population-averaged models and a class of cluster-specific models for correlated binary data. Statistics and Probability Letters, 52(2), 135–144. doi:10.1016/S0167-7152(00)00183-8
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