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Semiparametric regression models and sensitivity analysis of longitudinal data with nonrandom dropouts

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We propose a family of regression models to adjust for nonrandom dropouts in the analysis of longitudinal outcomes with fully observed covariates. The approach conceptually focuses on generalized linear models with random effects. A novel formulation of a shar... ...