Recovering Preferences From Finite Data

Author:

Chambers Christopher P.1,Echenique Federico2,Lambert Nicolas S.3

Affiliation:

1. Department of Economics, Georgetown University

2. Division of the Humanities and Social Sciences, California Institute of Technology

3. Department of Economics, Massachusetts Institute of Technology

Abstract

We study preferences estimated from finite choice experiments and provide sufficient conditions for convergence to a unique underlying “true” preference. Our conditions are weak and, therefore, valid in a wide range of economic environments. We develop applications to expected utility theory, choice over consumption bundles, and menu choice. Our framework unifies the revealed preference tradition with models that allow for errors.

Funder

Fondation HEC

University of California Berkeley

University of Pennsylvania

University of Warwick

University of York

University of Oxford

Virginia Polytechnic Institute and State University

National Science Foundation

Simons Institute for the Theory of Computing, University of California Berkeley

Microsoft Research

Yale University

Publisher

The Econometric Society

Subject

Economics and Econometrics

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