Petersen, Maya; Schwab, Joshua; Gruber, Susan; Blaser, Nello - In: Journal of Causal Inference 2 (2014) 2, pp. 147-185
Abstract This paper describes a targeted maximum likelihood estimator (TMLE) for the parameters of longitudinal static and dynamic marginal structural models. We consider a longitudinal data structure consisting of baseline covariates, time-dependent intervention nodes, intermediate...