An Exact and Robust Conformal Inference Method for Counterfactual and Synthetic Controls

Victor Chernozhukov, Kaspar Wüthrich, Yinchu Zhu

We introduce new inference procedures for counterfactual and synthetic control methods for policy evaluation. We recast the causal inference problem as a counterfactual prediction…