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A Mind Is a Terrible Thing to Change: Confirmatory Bias in Financial Markets

机译:思维是改变的可怕事情:金融市场的确认性偏见

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摘要

This paper studies the impact of the confirmatory bias on financial markets. We propose a model in which some traders may ignore new evidence inconsistent with their favorite hypothesis regarding the state of the world. The confirmatory bias provides a unified rationale for several existing stylized facts, including excess volatility, excess volume, and momentum. It also delivers novel predictions for which we find empirical support using data on analysts' earnings forecasts: traders update beliefs depending on the sign of past signals and previous beliefs, and, at the stock level, differences of opinion are larger when past signals have different signs.
机译:本文研究了确认性偏见对金融市场的影响。我们提出了一种模型,其中一些交易者可能会忽略与他们所喜欢的关于世界状况的假设不一致的新证据。确认偏差为几个现有的风格化事实提供了统一的理论依据,包括过度波动,过度交易量和动量。它还提供了新颖的预测,我们可以使用分析师的收益预测数据来为我们提供经验支持:交易者根据过去信号和先前信念的信号来更新信念,而在股票层面,当过去信号不同时,观点差异更大迹象。

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  • 来源
    《The review of financial studies》 |2017年第6期|2066-2109|共44页
  • 作者单位

    Toulouse Sch Econ, Toulouse, France|IAE, Grenoble, France|Univ Toulouse 1 Capitole, Toulouse, France;

    Bocconi Univ, Milan, Italy|IGIER, Milan, Italy|CEPR, Washington, DC USA;

    Toulouse Sch Econ, Toulouse, France|Univ Toulouse 1 Capitole, Toulouse, France;

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