Semiparametric estimation in models of first-price, sealed-bid auctions with affiliation
AbstractWithin the affiliated private-values paradigm, we develop a tractable empirical model of equilibrium behaviour at first-price, sealed-bid auctions. The model is non-parametrically identified, but the rate of convergence in estimation is slow when the number of bidders is even moderately large, so we develop a semiparametric estimation strategy, focusing on the Archimedean family of copulae and implementing this framework using particular members—the Clayton, Frank, and Gumbel copulae. We apply our framework to data from low-price, sealed-bid auctions used by the Michigan Department of Transportation to procure road-resurfacing services, rejecting the hypothesis of independence and finding significant (and high) affiliation in cost signals.
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Bibliographic InfoArticle provided by Elsevier in its journal Journal of Econometrics.
Volume (Year): 168 (2012)
Issue (Month): 1 ()
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Web page: http://www.elsevier.com/locate/jeconom
First-price; sealed-bid auctions; Copulae; Affiliation;
Other versions of this item:
- Hubbard, Timothy P. & Li, Tong & Paarsch, Harry J., 2011. "Semiparametric Estimation in Models of First-Price, Sealed-Bid Auctions with Affiliation," CEI Working Paper Series 2010-10, Center for Economic Institutions, Institute of Economic Research, Hitotsubashi University.
- C20 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - General
- D44 - Microeconomics - - Market Structure and Pricing - - - Auctions
- L1 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance
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