How auctioneers set reserve prices in procurement auctions

被引:1
|
作者
Shachat, Jason [1 ,2 ]
Tan, Lijia [3 ,4 ]
机构
[1] Univ Durham, Mill Hill Ln, Durham DH1 3LB, England
[2] Univ Durham, Wuhan Univ, Business Sch, Mill Hill Ln, Durham DH1 3LB, England
[3] Eindhoven Univ & Technol, POB 513, NL-5600 Eindhoven, Netherlands
[4] Tianjin Univ, POB 513, NL-5600 MB Eindhoven, Netherlands
关键词
Behavioural OR; Auctions; bidding; Ex -ante reserve price; Ex -post reserve price; BEAUTY;
D O I
10.1016/j.ejor.2022.04.025
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
We introduce a behavioral model that effectively predicts auctioneers' reserve choice patterns in English clock auctions across varying reserve price formats (whether reserve prices are set ex-ante or ex-post auction events), number of bidders and the distribution of suppliers' costs. In a two-parameter model, which we call Subjective Conditional Probability (SCP), auctioneers have subjective judgement of condi-tional probabilities. We theoretically show that the SCP explains two intuitive, but sub-optimal, reserve price setting patterns. It predicts and provides rationalizations for ex-ante reserve prices that decrease in the number of bidders and ex-post reserve prices that increase in the realized auction price. We conduct two experiments; one with a uniform cost distribution and another with a left-skewed cost distribution. We validate the SCP model internally and externally by comparing it to a wide range of models, including reduced form linear regression, risk aversion, anticipated regret model, and subjective probability judge-ment via in-sample and out-of-sample predictions. We conclude that the SCP has strong external validity across a variety of procurement environments. (c) 2022 The Authors. Published by Elsevier B.V. This is an open access article under the CC BY license ( http://creativecommons.org/licenses/by/4.0/ )
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页码:709 / 728
页数:20
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