Doubly Robust Proximal Causal Learning for Continuous Treatments

Yong Wu, Yanwei Fu, Shouyan Wang +1

Proximal causal learning is a promising framework for identifying the causal effect under the existence of unmeasured confounders. Within this framework, the doubly robust (DR) est…