Proximal causal inference through cross-proxy balancing

Grace V. Ringlein, Trang Q. Nguyen, Elizabeth A. Stuart +1

Proximal causal inference identifies causal effects in the presence of unmeasured confounding by drawing on two sets of proxy variables. Identification typically utilizes bridge fu…