A Contextualized Synthetic Control Method

• In Event: Observational Causal Inference

Brief Overview

I propose an extension to the synthetic control method that applies convolutional time-varying weights to pre-treatment time periods, to capture the differential contributions of each period to the synthetic unit's construction and interpretability.

Author

• Xingyuan Zhao, The University of Texas at Dallas