Incentive-Aware Synthetic Control: Accurate Counterfactual Estimation via Incentivized Exploration

Daniel Ngo, Keegan Harris, Anish Agarwal +2

Synthetic control methods (SCMs) are a canonical approach used to estimate treatment effects from panel data in the internet economy. We shed light on a frequently overlooked but u…