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Alternative models for moment inequalities

Authors: Ariel Pakes
Date: 30 November 2010
Type: Journal article, Econometrica, Vol. 78, No. 6, pp. 1783--1822
DOI: 10.3982/ECTA7944

Abstract

Behavioral choice models generate inequalities which, when combined with additional assumptions, can be used as a basis for estimation. This paper considers two sets of such assumptions and uses them in two empirical examples. The second example examines the structure of payments resulting from the upstream interactions in a vertical market. I then mimic the empirical setting for this example in a numerical analysis which computes actual equilibria, examines how their characteristics vary with the market setting, and compares them to the empirical results. The final section uses the numerical results in a Monte Carlo analysis of the robustness of the two approaches to estimation to their underlying assumptions.

Previous version:
Ariel Pakes July 2010, Alternative models for moment inequalities, cemmap Working Paper, CWP21/10

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