Project
Synthetic Control and Causal Inference
Estimating what would have happened otherwise: robust and differentially private synthetic control, donor selection, and applications in policy and medicine.
Related Publications
Saeyoung Rho, Cyrus Illick, Samhitha Narasipura, Alberto Abadie, Daniel Hsu, Vishal Misra
Time-Aware Synthetic Control AISTATS 2026, January 2026
Saeyoung Rho, Andrew Tang, Noah Bergam, Rachel Cummings, Vishal Misra
ClusterSC: Advancing Synthetic Control with Donor Selection AISTATS 2025, January 2025
Bowen Song, Marco Paolieri, Harper E. Stewart, Leana Golubchik, Jill L. McNitt-Gray, Vishal Misra, Devavrat Shah
Estimating Ground Reaction Forces From Inertial Sensors IEEE Trans. Biomed. Eng., September 2024
Saeyoung Rho, Rachel Cummings, Vishal Misra
Differentially Private Synthetic Control J. Priv. Confidentiality, June 2024
Bowen Song, Marco Paolieri, Harper E. Stewart, Leana Golubchik, Jill L. McNitt-Gray, Vishal Misra, Devavrat Shah
Predicting Ground Reaction Force from Inertial Sensors CoRR, November 2023
Saeyoung Rho, Rachel Cummings, Vishal Misra
Differentially Private Synthetic Control International Conference on Artificial Intelligence and Statistics, 25-27 April 2023, Palau de Congressos, Valencia, Spain, April 2023
Saeyoung Rho, Rachel Cummings, Vishal Misra
Differentially Private Synthetic Control CoRR, March 2023
Claudia Shi, Dhanya Sridhar, Vishal Misra, Dan Rubenstein
On the Assumptions of Synthetic Control Methods International Conference on Artificial Intelligence and Statistics, {AISTATS} 2022, 28-30 March 2022, Virtual Event, March 2022
Niloofar Bayat, Cody Morrin, Yuheng Wang, Vishal Misra
Rank estimation for (approximately) low-rank matrices {SIGMETRICS} Perform. Evaluation Rev., January 2022
Niloofar Bayat, Cody Morrin, Yuheng Wang, Vishal Misra
Synthetic Control, Synthetic Interventions and COVID-19 spread: Exploring the impact of lockdown measures and herd immunity September 2020
Muhammad Amjad, Vishal Misra, Devavrat Shah, Dennis Shen
mRSC: Multi-dimensional Robust Synthetic Control Proceedings of the ACM on Measurement and Analysis of Computing Systems (Sigmetrics 2019), June 2019