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

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.

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Year of publication:	2001
Authors:	Sashegyi, Andreas I. ; Brown, K. Stephen ; Farrell, Patrick J.
Published in:	Statistics & Probability Letters. - Elsevier, ISSN 0167-7152. - Vol. 52.2001, 2, p. 135-144
Publisher:	Elsevier
Subject:	Clustered data Cluster-specific models Correlated binary responses Population-averaged models \| Random effects models

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Type of publication:	Article
Source:	RePEc - Research Papers in Economics

Persistent link: https://www.econbiz.de/10005223116