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Nonparametric Estimation of Large Auctions with Risk Averse Bidders

Xiaodong Liu

Econometric Reviews, 2016, vol. 35, issue 1, 98-121

Abstract: This article studies the robustness of Guerre et al.'s (2000) two-step nonparametric estimation procedure in a first-price, sealed-bid auction with n ( n >> 1) risk averse bidders. Based on an asymptotic approximation with precision of order O ( n -super- - 2) of the intractable equilibrium bidding function, we establish the uniform consistency with rates of convergence of Guerre et al.'s (2000) two-step nonparametric estimator in the presence of risk aversion. Monte Carlo experiments show that the two-step nonparametric estimator performs reasonably well with a moderate number of bidders such as six.

Date: 2016
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DOI: 10.1080/07474938.2013.806719

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