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Conditional logistic regression models for correlated binary data. (English) Zbl 0651.62062

A class of conditional logistic regression models for clustered binary data is considered. This includes the polychotomous logistic model of B. Rosner [Biometrics 40, 1025-1035 (1984)] as a special case. Properties such as the joint distribution and pairwise odds ratio are investigated. A class of easily computed estimating functions is introduced which is shown to have high efficiency compared to the computationally intensive maximum likelihood approach. An example on chronic obstructive pulmonary disease among sibs is presented for illustration.

MSC:

62J02 General nonlinear regression
62J99 Linear inference, regression
62P10 Applications of statistics to biology and medical sciences; meta analysis
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