Working Papers
Applied Econometrics
Design-Based Identification with Formula Instruments. With Kirill Borusyak & Xavier Jaravel
Updated May 2023 (draft coming soon!)
Contamination Bias in Linear Regressions. With Paul Goldsmith-Pinkham & Michal Kolesar
Updated August 2022. Revision requested, American Economic Review
Efficient Estimation with Non-Random Exposure to Exogenous Shocks. With Kirill Borusyak
Updated December 2021
Crime
Something Works: Effects of the IGNITE Inmate Rehabilitation Program. With Marcella Alsan, Arkey Barnett, & Crystal Yang
Updated May 2023 (draft coming soon!)
Discrimination
Building Non-Discriminatory Algorithms in Selected Data. With David Arnold & Will Dobbie
Updated May 2023 (draft coming soon!)
Racial Discrimination in Child Protection. With E. Jason Baron, Joseph J. Doyle, Jr., Natalia Emanuel, & Joseph Ryan
Updated May 2023 (draft coming soon!)
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, & Heidi Williams
Updated February 2023.
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.