Achille O. R. Nazaret

On the Misspecification of Linear Assumptions in Synthetic Controls

The synthetic control (SC) method is popular for estimating causal effects from observational panel data. It rests on a crucial assumption that we can write the treated unit as a linear combination of the untreated units. In practice, this assumption may not hold, and when violated, the resulting SC…