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Optimal Auction in a Multidimensional World

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Charles Z. Zheng
Abstract

A long-standing unsolved problem, often arising from auctions with multidimensional bids, is how to design seller-optimal auctions when bidders' private characteristics ("types") differ in many dimensions. This paper solves the problem, assuming bidder-types stochastically independent across bidders. First, it proves that in any optimal auction, with positive probability, the object is not sold. Thus, a standard auction without a reserve price is not optimal. Second, and more importantly, the paper obtains an explicit formula for optimal auctions in a class of environments. The optimal mechanism is almost equivalent to a Vickrey auction with reserve price, except that the bids are ranked by an optimal scoring rule, which assigns scores to the multidimensional bids. When the hazard rate of a statistic of bidder-types is monotone, this auction is optimal among all "scoring mechanisms," where a winner chooses a multidimensional payment bundle subject to a type-specific rule. Our optimal auction implies that an optimizing seller would not evaluate bid by her own preferences; instead, she would induce downward distortion of nonmonetary provisions from the first-best configuration. Applied to multidimensional nonlinear pricing, our design of optimal auction yields an explicit optimal pricing function.

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Paper provided by Northwestern University, Center for Mathematical Studies in Economics and Management Science in its series Discussion Papers with number 1282.

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Date of creation: Jan 2000
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Handle: RePEc:nwu:cmsems:1282

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  1. Armstrong, Mark, 1996. "Multiproduct Nonlinear Pricing," Econometrica, Econometric Society, vol. 64(1), pages 51-75, January. [Downloadable!] (restricted)
  2. Armstrong, Mark, 2000. "Optimal Multi-object Auctions," Review of Economic Studies, Blackwell Publishing, vol. 67(3), pages 455-81, July.
  3. Babcock, Bruce A. & Lakshminarayan, P. G. & Wu, JunJie & Zilberman, David, 1997. "Economics of a Public Fund for Environmental Amenities (The)," Staff General Research Papers 1065, Iowa State University, Department of Economics.
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  1. Leonardo Rezende, 2009. "Biased procurement auctions," Economic Theory, Springer, vol. 38(1), pages 169-185, January. [Downloadable!] (restricted)
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