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最优无歧视拍卖

Optimal Discrimination-Free Auctions
Management Science · 2026 · Bo Chen、Dmitriy Knyazev

中文摘要

本文引入一种具有灵活保留价的第二价格拍卖,其中最高出价者的保留价并非固定,而是作为所有落标出价的一个函数来确定。我们证明,当竞标人事前异质时,具有最优选择的灵活保留价的第二价格拍卖不仅比具有任何固定保留价的第二价格拍卖产生严格更高的期望收益,而且在所有实施无歧视社会选择函数的机制中也是收益最大化的。我们还给出了所有具有灵活保留价的第二价格拍卖的公理化刻画。最后,我们讨论了现实中的实施。

Abstract

This paper introduces a second-price auction with a flexible reserve price, where the reserve price for the top bidder is not fixed but rather determined as a function of all losing bids. We show that when bidders are ex ante heterogeneous, a second-price auction with an optimally chosen flexible reserve price not only generates strictly higher expected revenue than that of a second-price auction with any fixed reserve price but is also revenue-maximizing among all mechanisms that implement discrimination-free social choice functions. We also provide an axiomatic characterization of all second-price auctions with a flexible reserve price. Finally, we discuss real-life implementation.
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