Carlos Varjão

Proximal Causal Inference for Synthetic Control with Surrogates

The synthetic control method (SCM) has become a popular tool for estimating causal effects in policy evaluation, where a single treated unit is observed. However, SCM faces challenges in accurately predicting post-intervention potential outcomes had, contrary to fact, the treatment been withheld, wh…