Mixtures of marginal models

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Robust Estimation for Zero‐Inflated Poisson Regression (2009, background): “Rosen et al. (2000) show that under certain regularity conditions, if there exists a point ̂ such that limr→∞ (r) = ̂ where ((1)), ((2)), .”
Generalized linear mixed models: a review and some extensions (2007, methodology): “Estimation for the model is carried out using an adaptation of the expectation-solution (ES) algorithm (Rosen et al. 2000) where the sub-group process parameters are estimated by PQL given the individual-specific group membership probabilities (solution step); these probabilities are then updated wi”