The Algorithmic Automation Problem: Prediction, Triage, and Human Effort

“The Algorithmic Automation Problem: Prediction, Triage, and Human Effort,” with Maithra Raghu, Katy Blumer, Greg Corrado, Jon Kleinberg, and Ziad Obermeyer (2019).

A Probabilistic Model of Cardiac Physiology and Electrocardiograms

“A Probabilistic Model of Cardiac Physiology and Electrocardiograms,” joint with Andrew Miller, Ziad Obermeyer, David M. Blei, and John P. Cunnigham, arXiv preprint arXiv:1812.00209 (2018).

Measuring the Stability of EHR- and EKG-based Predictive Models

“Measuring the Stability of EHR- and EKG-based Predictive Models,” with Andrew C. Miller, Ziad Obermeyer, Sendhil Mullainathan Machine Learning for Health (NeurIPS Workshop), 2018.

Machine Learning Tests for Effects on Multiple Outcomes

“Machine Learning Tests for Effects on Multiple Outcomes,” with Jens Ludwig and Jann Spiess, (working paper).

The Market for Financial Advice: An Audit Study

“The Market for Financial Advice: An Audit Study,” with Markus Noeth & Antoinette Schoar June 2010. NBER Working Papers No. 17929.

The Shape of Temptation: Implications for the Economic Lives of the Poor

“The Shape of Temptation: Implications for the Economic Lives of the Poor,” with Abhijit Banerjee, (2010). NBER Working Papers No. 15973.

Profitable Investments or Dissipated Cash? Evidence on the Investment-Cash Flow Relationship from Oil and Gas Lease Bidding

“Profitable Investments or Dissipated Cash? Evidence on the Investment-Cash Flow Relationship from Oil and Gas Lease Bidding,” with Marianne Bertrand, (2005). NBER Working Papers No. 11126.

Persuasion in Finance

“Persuasion in Finance,” with Andrei Shleifer, (2005). NBER Working Papers No. 11838.

Executive Compensation and Incentives: The Impact of Takeover LegislationExecutive Compensation and Incentives: The Impact of Takeover Legislation

“Executive Compensation and Incentives: The Impact of Takeover Legislation,” with Marianne Bertrand, (1998). NBER Working Papers No. 6830.