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Semiparametric Efficient Estimation for Incomplete Longitudinal Binary Data, With Application to Smoking Trends,   

Jamie Perin, John S. Preisser, Paul J. Rathouz. Journal of the American Statistical Association. December 1, 2009, 104(488): 1373-1384. doi:10.1198/jasa.2009.ap08527.