Garrett M. Fitzmaurice, Anthony F. Heath, Peter Clifford, Logistic Regression Models for Binary Panel Data with Attrition, Journal of the Royal Statistical Society. Series A (Statistics in Society), Vol. 159, No. 2 (1996), pp. 249-263
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Fitzmaurice et al. (1996) studied this question.
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