Working Papers
Applied Econometrics
A Practical Guide to Shift-Share IV. With Kirill Borusyak and Xavier Jaravel
In progress (draft available upon request)
Contamination Bias in Linear Regressions. With Paul Goldsmith-Pinkham & Michal Kolesar
Updated February 2024. Resubmitted, American Economic Review. Twitter thread
Design-Based Estimation of Structural Parameters, with an Application to Demand. With Kirill Borusyak
In progress
Efficient Estimation with Non-Random Exposure to Exogenous Shocks. With Kirill Borusyak
Updated December 2021
Crime
"Something Works" in U.S. Jails: Misconduct and Recidivism Effects of the IGNITE Program. With Marcella Alsan, Arkey Barnett, & Crystal Yang
Updated March 2024. Non-technical summary. Twitter thread
Discrimination
Systemic Discrimination: Theory and Measurement. With J. Aislinn Bohren & Alex Imas
Updated December 2023. Reject and resubmit, Quarterly Journal of Economics. Twitter thread
Building Non-Discriminatory Algorithms in Selected Data. With David Arnold & Will Dobbie
In progress (draft available upon request)
What Marginal Outcome Tests Can Tell Us About Racially Biased Decision-Making
Updated February 2021. Twitter thread
Education
Putting Surveys to the Test. With Joshua Angrist, Parag Pathak, and Christopher Walters
In progress
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.