Working Papers
Applied Econometrics
Design-Based Estimation of Structural Parameters, with an Application to Demand. With Kirill Borusyak
In progress (slides available upon request)
Contamination Bias in Linear Regressions. With Paul Goldsmith-Pinkham & Michal Kolesar
Updated August 2022. Revision requested, American Economic Review. Twitter thread
Efficient Estimation with Non-Random Exposure to Exogenous Shocks. With Kirill Borusyak
Updated December 2021
Crime
Something Works: Misconduct and Recidivism Effects of the IGNITE Program. With Marcella Alsan, Arkey Barnett, & Crystal Yang
In progress (slides available upon request)
Discrimination
Racial Discrimination in Child Protection. With E. Jason Baron, Joseph J. Doyle, Jr., Natalia Emanuel, & Joseph Ryan
Updated July 2023. Revision requested, Quarterly Journal of Economics. Twitter thread
Building Non-Discriminatory Algorithms in Selected Data. With David Arnold & Will Dobbie
In progress (slides available upon request)
Systemic Discrimination: Theory and Measurement. With J. Aislinn Bohren & Alex Imas
Updated February 2023. Under review. Twitter thread
What Marginal Outcome Tests Can Tell Us About Racially Biased Decision-Making
Updated February 2021 (new draft coming soon!). Twitter thread
Healthcare
Geographic Variation in Healthcare Utilization: The Role of Physicians. With Ivan Badinski, Amy Finkelstein, & Matthew Gentzkow
Updated September 2023. Under review
Temporarily Resting
Estimating Hospital Quality with Quasi-Experimental Data
Updated January 2020.
Estimating Treatment Effects in Mover Designs
Updated April 2018.
IsoLATEing: Identifying Counterfactual-Specific Treatment Effects with Cross-Stratum Comparisons
Updated February 2018.