Synthetic Survival Control: Extending Synthetic Controls for "When-If" Decision

Jessy Xinyi Han, Devavrat Shah

Estimating causal effects on time-to-event outcomes from observational data is particularly challenging due to censoring, limited sample sizes, and non-random treatment assignment.…