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Unobserved Heterogeneity in Auctions under Restricted Stochastic Dominance

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  • Yao Luo

Abstract

We study the identification of first-price auctions with nonseparable unobserved heterogeneity. In particular, we extend Hu, McAdams, and Shum (2013) by relaxing the first-order stochastic dominance condition. Instead, we assume restricted stochastic dominance relations among the value quantile functions and show that the same relations pass to the bid quantile functions. An ordered tree summarizes these relations and provides a total ordering. Relying on the proposed restricted stochastic dominance ordering, we extend a list of identification results in the empirical auction literature.

Suggested Citation

  • Yao Luo, 2018. "Unobserved Heterogeneity in Auctions under Restricted Stochastic Dominance," Working Papers tecipa-606, University of Toronto, Department of Economics.
  • Handle: RePEc:tor:tecipa:tecipa-606
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    Cited by:

    1. Grundl, Serafin & Zhu, Yu, 2019. "Identification and estimation of risk aversion in first-price auctions with unobserved auction heterogeneity," Journal of Econometrics, Elsevier, vol. 210(2), pages 363-378.
    2. Philip A Haile & Yuichi Kitamura, 2019. "Unobserved heterogeneity in auctions," The Econometrics Journal, Royal Economic Society, vol. 22(1), pages 1-19.
    3. Kory Kroft & Yao Luo & Magne Mogstad & Bradley Setzler, 2020. "Imperfect Competition and Rents in Labor and Product Markets: The Case of the Construction Industry," NBER Working Papers 27325, National Bureau of Economic Research, Inc.
    4. Pasha Andreyanov & El Hadi Caoui, 2022. "Secret reserve prices by uninformed sellers," Quantitative Economics, Econometric Society, vol. 13(3), pages 1203-1256, July.
    5. Yao Luo & Ruli Xiao, 2019. "Identification of Auction Models Using Order Statistics," Working Papers tecipa-630, University of Toronto, Department of Economics.
    6. Valentin Bolotnyy & Shoshana Vasserman, 2023. "Scaling Auctions as Insurance: A Case Study in Infrastructure Procurement," Econometrica, Econometric Society, vol. 91(4), pages 1205-1259, July.
    7. Luo, Yao & Xiao, Ruli, 2023. "Identification of auction models using order statistics," Journal of Econometrics, Elsevier, vol. 236(1).
    8. Victor H. Aguiar & Nail Kashaev, 2019. "Identification and Estimation of Discrete Choice Models with Unobserved Choice Sets," Papers 1907.04853, arXiv.org, revised Jun 2021.

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    More about this item

    Keywords

    Restricted Stochastic Dominance; Unobserved Heterogeneity; Identification; Misclassification; Auction; Risk Aversion;
    All these keywords.

    JEL classification:

    • C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Semiparametric and Nonparametric Methods: General
    • D44 - Microeconomics - - Market Structure, Pricing, and Design - - - Auctions

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