Working Papers

Structural Estimation under Misspecification: Theory and Implications for Practice (with Isaiah AndrewsNano BarahonaMatthew Gentzkow and Jesse Shapiro). [ Draft ] Revisions requested, The Quarterly Journal of Economics.
From Predictive Algorithms to Automatic Generation of Anomalies (with Sendhil Mullainathan). [ Draft ] Revisions requested, Econometrica.  
Robust Design and Evaluation of Predictive Algorithms under Unobserved Confounding (with Amanda Coston and Edward Kennedy). [ Draft ] Revisions requested, The Review of Economics and Statistics.
Design-Based Uncertainty for Quasi-Experiments (with Jonathan Roth). [ Draft ]
When do Common Time Series Estimands have Nonparametric Causal Meaning? (with Neil Shephard). [ Draft ]
An Economic Approach to Regulating Algorithms (with Jon KleinbergJens Ludwig and Sendhil Mullainathan). [ Draft ]