Honest Inference for Synthetic Controls with Imperfect Fit: Time-Split Validity and the Choice of Anchor

Synthetic controls are used for one treated unit that lies outside its donors' range, with a pre-treatment window too short for residual-based standard errors to be trusted. We propose inference that separates the periods used to fit the synthetic control from the periods used to assess its error. W