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Is There a Replication Crisis in Finance?
Journal of Finance ( IF 7.915 ) Pub Date : 2023-05-26 , DOI: 10.1111/jofi.13249
THEIS INGERSLEV JENSEN , BRYAN KELLY , LASSE HEJE PEDERSEN

Several papers argue that financial economics faces a replication crisis because the majority of studies cannot be replicated or are the result of multiple testing of too many factors. We develop and estimate a Bayesian model of factor replication that leads to different conclusions. The majority of asset pricing factors (i) can be replicated; (ii) can be clustered into 13 themes, the majority of which are significant parts of the tangency portfolio; (iii) work out-of-sample in a new large data set covering 93 countries; and (iv) have evidence that is strengthened (not weakened) by the large number of observed factors.

中文翻译:

金融领域是否存在复制危机?

有几篇论文认为,金融经济学面临着复制危机,因为大多数研究无法复制,或者是对太多因素进行多重测试的结果。我们开发并估计了因子复制的贝叶斯模型,该模型得出了不同的结论。大多数资产定价因素 (i) 可以复制;(ii) 可分为 13 个主题,其中大部分是切线组合的重要组成部分;(iii) 在涵盖 93 个国家的新大数据集中进行样本外工作;(iv) 有证据通过大量观察到的因素得到加强(而不是削弱)。
更新日期:2023-05-26
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