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Do Investors Learn from Experience? Evidence from Frequent IPO Investors

机译:投资者可以从经验中学习吗?首次公开招股投资者的证据

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摘要

We examine how experience affects the decisions of individual investors and institutions in IPO auctions to bid in subsequent auctions, and their bidding returns. We track bidding histories for all 31,476 individual investors and 1,232 institutional investors across all 84 IPO auctions during the period from 1995 to 2000 in Taiwan. For individual bidders, (1) high returns in previous IPO auctions increase the likelihood of participating in future auctions; (2) bidders' returns decrease as they participate in more auctions; (3) auction selection ability deteriorates with experience; and (4) those with greater experience bid more aggressively. These findings are consistent with naive reinforcement learning wherein individuals become unduly optimistic after receiving good returns. In sharp contrast, there is little sign that institutional investors exhibit such behavior.
机译:我们研究了经验如何影响IPO拍卖中的个人投资者和机构决定在随后的拍卖中竞标,以及它们的竞标收益。我们追踪了1995年至2000年台湾地区所有84场IPO拍卖中的所有31,476位个人投资者和1,232位机构投资者的出价历史。对于单个投标人,(1)以前的IPO拍卖中的高回报增加了参与未来拍卖的可能性; (2)参加更多拍卖会的投标人的收益减少; (3)拍卖选择能力会随着经验而下降; (4)经验丰富的人更积极地竞标。这些发现与幼稚的强化学习相一致,在这种学习中,个人在获得良好回报后变得过分乐观。与此形成鲜明对比的是,几乎没有迹象表明机构投资者会表现出这种行为。

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  • 来源
    《The review of financial studies》 |2011年第5期|p.1560-1589|共30页
  • 作者单位

    Department of Finance, National Chengchi University;

    The Paul Merage School of Business, University of California, Irvine;

    Department of Finance, University of Iowa;

    Department of Finance, DePaul University, 1 E. Jackson Blvd., Suite 6108, Chicago, IL 60604;

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