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Double/Debiased/Neyman Machine Learning of Treatment Effects

By Victor Chernozhukov, Denis Chetverikov, Mert Demirer, Esther Duflo, Christian Hansen, and Whitney Newey

American Economic Review, May 2017

Chernozhukov et al. (2016) provide a generic double/de-biased machine learning (ML) approach for obtaining valid inferential statements about focal parameters, using Neyman-orthogonal scores and cross-fitting, in settings where nuisance parameters are est...

Automobile Externalities and Policies

By Ian W. H. Parry, Margaret Walls, and Winston Harrington

Journal of Economic Literature, June 2007

This paper discusses the nature, and magnitude, of externalities associated with automobile use, including local and global pollution, oil dependence, traffic congestion and traffic accidents. It then discusses current federal policies affecting these ...

Moving to Opportunity or Isolation? Network Effects of a Randomized Housing Lottery in Urban India

By Sharon Barnhardt, Erica Field, and Rohini Pande

American Economic Journal: Applied Economics, January 2017

A housing lottery in an Indian city provided winning slum dwellers the opportunity to move into improved housing on the city's periphery. Fourteen years later, winners report improved housing but no change in tenure security, family income, or human capit...

The Computational Experiment: An Econometric Tool

[Symposium: Computational Experiments in Macroeconomics]

By Finn E. Kydland and Edward C. Prescott

Journal of Economic Perspectives, Winter 1996

An economic experiment places people in an environment desired by the experimenter, who then records the time paths of their economic behavior. Performing experiments using actual people at the level of national economies is obviously impractical but cons...

Collaborating

By Alessandro Bonatti and Johannes Hörner

American Economic Review, April 2011

This paper examines moral hazard in teams over time. Agents are collectively engaged in a project whose duration and outcome are uncertain, and their individual efforts are unobserved. Free-riding leads not only to a reduction in effort, but also to procr...

The Boundaries of the Firm Revisited

[Symposium: The Firm and its Boundaries]

By Bengt Holmstrom and John Roberts

Journal of Economic Perspectives, Fall 1998

Both transaction cost-economics and property-rights theories offer explanations of the boundaries of the firm based on ideas of ex post bargaining and holdup. These theories are quite distinct in their empirical predictions, but neither offers a satisfact...

The Effects of an Anti-Grade-Inflation Policy at Wellesley College

[Symposium: Academic Production]

By Kristin F. Butcher, Patrick J. McEwan, and Akila Weerapana

Journal of Economic Perspectives, Summer 2014

Average grades in colleges and universities have risen markedly since the 1960s. Critics express concern that grade inflation erodes incentives for students to learn; gives students, employers, and graduate schools poor information on absolute and relativ...