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Estimation in English auctions with unobserved heterogeneity
Author(s) -
Hernández Cristián,
Quint Daniel,
Turansick Christopher
Publication year - 2020
Publication title -
the rand journal of economics
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 3.687
H-Index - 108
eISSN - 1756-2171
pISSN - 0741-6261
DOI - 10.1111/1756-2171.12343
Subject(s) - common value auction , estimation , variation (astronomy) , econometrics , economics , identification (biology) , microeconomics , physics , botany , management , astrophysics , biology
We propose a framework for identification and estimation of a private values model with unobserved heterogeneity from bid data in English auctions, using variation in the number of bidders across auctions, and extend the framework to settings where the number of bidders is not cleanly observed in each auction. We illustrate our method on data from eBay Motors auctions. We find that unobserved heterogeneity is important, accounting for two thirds of price variation after controlling for observables, and that welfare measures would be dramatically misestimated if unobserved heterogeneity were ignored.