Kuosmanen, Timo; Zhou, Xun; Eskelinen, Juha; Malo, Pekka - 2021
Synthetic control method (SCM) identifies causal treatment effects by constructing a counterfactual treatment unit as a convex combination of donors in the control group, such that the weights of donors and predictors are jointly optimized during the pre-treatment period. This paper demonstrates...