I’ve been reading Chernozhukov, Wüthrich, and Zhu (2021) on conformal inference for synthetic control. The basic idea is quite intuitive once viewed as a residual-based test.
1. The Core Problem: Measuring the Counterfactual What was the causal impact of a treatment on a single treated unit (e.