Working Papers (By Topic)
Applied Econometrics
Non-Random Exposure to Exogenous Shocks. With Kirill Borusyak
Updated December 2021. Revision requested (second round), Econometrica. Twitter thread | Presentation video | Longer working paper
Contamination Bias in Linear Regressions. With Paul Goldsmith-Pinkham & Michal Kolesar
Updated August 2022. Submitted.
Efficient Estimation with Non-Random Exposure to Exogenous Shocks. With Kirill Borusyak
Updated December 2021.
Estimating Treatment Effects in Mover Designs
Updated April 2018
IsoLATEing: Identifying Counterfactual-Specific Treatment Effects with Cross-Stratum Comparisons
Updated February 2018
Discrimination
Systemic Discrimination: Theory and Measurement. With J. Aislinn Bohren & Alex Imas
Updated March 2022 Twitter thread
What Marginal Outcome Tests Can Tell Us About Racially Biased Decision-Making
Updated February 2021. Under review. Twitter thread
Education
Race and the Mismeasure of School Quality. With Joshua Angrist, Parag Pathak, & Christopher Walters
Updated June 2022. Conditionally accepted, American Economic Review: Insights. Twitter thread
Methods for Measuring School Effectiveness. With Joshua Angrist & Christopher Walters
Updated June 2022. Solicited, Handbook of the Economics of Education
Healthcare
Estimating Hospital Quality with Quasi-Experimental Data
Updated January 2020