Inference in Marginal Structural Models by Automatic Targeted Bayesian and Minimum Loss-Based Estimation

Herbert Susmann, Antoine Chambaz

Two of the principle tasks of causal inference are to define and estimate the effect of a treatment on an outcome of interest. Formally, such treatment effects are defined as a pos…