Proximal Causal Inference for Modified Treatment Policies

Antonio Olivas-Martinez, Peter B. Gilbert, Andrea Rotnitzky

The proximal causal inference framework enables the identification and estimation of causal effects in the presence of unmeasured confounding by leveraging two disjoint sets of obs…