Efficient estimation of average treatment effects with unmeasured confounding and proxies

Chunrong Ai, Jiawei Shan

Proximal causal inference provides a framework for estimating the average treatment effect (ATE) in the presence of unmeasured confounding by leveraging outcome and treatment proxi…