Rationalizing (Non-)Equilibrium Bidding in Maximum-Value Auctions Without Beliefs About Others’ Behavior

Paul Pezanis-Christou, Hang Wu
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引用次数: 3

Abstract

We propose a novel approach to the modelling of second-price Maximum-Value auctions that assumes no belief about others’ behavior and no expected profit maximization. This individual decision-making model, naive Impulse Balance Equilibrium or nIBE, deals with bidders’ anticipated regrets from winning and from losing the auction. It exploits the stochastic properties of the auction format and rationalizes: (i) Nash equilibrium bidding, (ii) (non-)monotone overbidding and (iii) fully cursed equilibrium bidding. We fit this model to the available data and find that it explains median bids better than the Nash equilibrium prediction and, overall, as well as cursed-equilibrium. Furthermore, nIBE and the noise-free variant of cursed equilibrium typically outperform HQRE models with level-k or cursed equilibrium beliefs in terms of in- and out-of-sample quartile predictions.
不考虑他人行为的最大值拍卖中的合理化(非)均衡竞价
我们提出了一种新的第二价格最大价值拍卖的建模方法,该方法假设对他人的行为没有信念,也没有预期利润最大化。这种个人决策模型被称为朴素的冲动平衡均衡(nIBE),它处理的是竞标者在拍卖中获胜和失败时预期的后悔。它利用拍卖形式的随机特性,并合理化:(i)纳什均衡竞价,(ii)(非)单调超额竞价和(iii)完全诅咒均衡竞价。我们将这个模型拟合到现有的数据中,发现它比纳什均衡预测更好地解释了中位数出价,总的来说,也比诅咒均衡更好。此外,在样本内外四分位数预测方面,nIBE和诅咒均衡的无噪声变体通常优于具有k级或诅咒均衡信念的HQRE模型。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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