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Econometrics of auctions by least squares

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Author Info
Leonardo Rezende (PUC-Rio, Rio de Janeiro, Brazil; and University of Illinois at Urbana-Champaign, Illinois, USA)

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Abstract

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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File URL: http://hdl.handle.net/10.1002/jae.1036
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File URL: http://qed.econ.queensu.ca:80/jae/2008-v23.7/
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Publisher Info
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:925-948

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  1. Emmanuel Guerre & Isabelle Perrigne & Quang Vuong, 2000. "Optimal Nonparametric Estimation of First-Price Auctions," Econometrica, Econometric Society, vol. 68(3), pages 525-574, May.
  2. 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)
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  3. Stanley Reynolds & John Wooders, 2009. "Auctions with a buy price," Economic Theory, Springer, vol. 38(1), pages 9-39, January. [Downloadable!] (restricted)
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  4. 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)
  5. 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)
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  6. 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)
  7. Susan Athey & Philip A. Haile, 2002. "Identification of Standard Auction Models," Econometrica, Econometric Society, vol. 70(6), pages 2107-2140, November. [Downloadable!] (restricted)
  8. 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)
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  9. 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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