Abstract:
:We extend the Mantel-Haenszel estimating function to estimate both the intra-cluster pairwise correlation and the main effects for sparse clustered binary data. We propose both a composite likelihood approach and an estimating function approach for the analysis of such data. The proposed estimators are consistent and asymptotically normally distributed. Simulation results demonstrate that the two approaches are comparable in terms of bias and efficiency; however, the estimating equation approach is computationally simpler. Analysis of the Georgia High Blood Pressure survey is used for illustration.
journal_name
Biometricsjournal_title
Biometricsauthors
Wang M,Williamson JMdoi
10.1111/j.1541-0420.2005.00362.xsubject
Has Abstractpub_date
2005-12-01 00:00:00pages
973-81issue
4eissn
0006-341Xissn
1541-0420pii
BIOM362journal_volume
61pub_type
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