Constructing Effective Personalized Policies Using Counterfactual Inference from Biased Data Sets with Many Features

Onur Atan, William R. Zame, Qiaojun Feng +1

This paper proposes a novel approach for constructing effective personalized policies when the observed data lacks counter-factual information, is biased and possesses many feature…