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Econometrics of auctions by least squares Author info | Abstract | Publisher info | Download info | Related research | Statistics Leonardo Rezende (PUC-Rio, Rio de Janeiro, Brazil; and University of Illinois at Urbana-Champaign, Illinois, USA)
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I investigate using the method of ordinary least squares (OLS) on auction data. I find that for parameterizations of the valuation distribution that are common in empirical practice, an adaptation of OLS provides unbiased estimators of structural parameters. Under symmetric independent private values, adapted OLS is a specialization of the method of moments strategy of Laffont, Ossard and Vuong (1995). In contrast to their estimator, here simulation is not required, leading to a computationally simpler procedure. The paper also discusses using estimation results for inference on the shape of the valuation distribution, and applicability outside the symmetric independent private values framework. Copyright © 2008 John Wiley & Sons, Ltd.
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Article provided by John Wiley & Sons, Ltd. in its journal Journal of Applied Econometrics .
Volume (Year): 23 (2008)
Issue (Month): 7 ()
Pages: 925-948
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Handle: RePEc:jae:japmet:v:23:y:2008:i:7:p:925-948Contact details of provider: Web page: http://www.interscience.wiley.com/jpages/0883-7252/
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Keywords: References listed on IDEAS Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile , click on "citations" and make appropriate adjustments.:
Emmanuel Guerre & Isabelle Perrigne & Quang Vuong, 2000.
"Optimal Nonparametric Estimation of First-Price Auctions ,"
Econometrica ,
Econometric Society, vol. 68(3), pages 525-574, May.
Laffont, Jean-Jacques & Ossard, Herve & Vuong, Quang, 1995.
"Econometrics of First-Price Auctions ,"
Econometrica ,
Econometric Society, vol. 63(4), pages 953-80, July.
[Downloadable!] (restricted)
Other versions: Stanley Reynolds & John Wooders, 2009.
"Auctions with a buy price ,"
Economic Theory ,
Springer, vol. 38(1), pages 9-39, January.
[Downloadable!] (restricted)
Other versions: Donald, Stephen G. & Paarsch, Harry J., 2002.
"Superconsistent estimation and inference in structural econometric models using extreme order statistics ,"
Journal of Econometrics ,
Elsevier, vol. 109(2), pages 305-340, August.
[Downloadable!] (restricted)
Paarsch, Harry J., 1992.
"Deciding between the common and private value paradigms in empirical models of auctions ,"
Journal of Econometrics ,
Elsevier, vol. 51(1-2), pages 191-215.
[Downloadable!] (restricted)
Other versions: Thiel, Stuart E, 1988.
"Some Evidence of the Winner's Curse ,"
American Economic Review ,
American Economic Association, vol. 78(5), pages 884-95, December.
[Downloadable!] (restricted)
Susan Athey & Philip A. Haile, 2002.
"Identification of Standard Auction Models ,"
Econometrica ,
Econometric Society, vol. 70(6), pages 2107-2140, November.
[Downloadable!] (restricted)
Philip A. Haile & Elie Tamer, 2003.
"Inference with an Incomplete Model of English Auctions ,"
Journal of Political Economy ,
University of Chicago Press, vol. 111(1), pages 1-51, February.
[Downloadable!] (restricted)
Other versions: Levin, Dan & Smith, James L, 1991.
"Some Evidence on the Winner's Curse: Comment ,"
American Economic Review ,
American Economic Association, vol. 81(1), pages 370-75, March.
[Downloadable!] (restricted)
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