Working Papers

Causal Interpretation of Structural IV Estimands (with Isaiah AndrewsNano BarahonaMatthew Gentzkow and Jesse Shapiro).
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From Predictive Algorithms to Automatic Generation of Anomalies (with Sendhil Mullainathan). 
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Robust Design and Evaluation of Predictive Algorithms under Unobserved Confounding (with Amanda Coston and Edward Kennedy). 
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Design-Based Uncertainty for Quasi-Experiments (with Jonathan Roth).
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When do Common Time Series Estimands have Nonparametric Causal Meaning? (with Neil Shephard).
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An Economic Approach to Regulating Algorithms (with Jon KleinbergJens Ludwig and Sendhil Mullainathan).
[ AbstractDraft | Slides ]