Exogenous Matching: Learning Good Proposals for Tractable Counterfactual Estimation

Yikang Chen, Dehui Du, Lili Tian

We propose an importance sampling method for tractable and efficient estimation of counterfactual expressions in general settings, named Exogenous Matching. By minimizing a common…