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arXiv 2103.05921q-fin.STstat.AP
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金融因子选择与仿制品:基金复制,解释和预测网络

Financial factors selection with knockoffs: fund replication, explanatory and prediction networks

Damien Challet, Christian Bongiorno, Guillaume Pelletier

摘要:

我们将仿制程序应用于金融中的因素选择。通过构建虚假但真实的因素,该过程可以控制给定因素集中的错误发现的比例。为了展示其多功能性,我们将其应用于基金复制和解释和预测网络的推理。

英文摘要:

We apply the knockoff procedure to factor selection in finance. By building fake but realistic factors, this procedure makes it possible to control the fraction of false discovery in a given set of factors. To show its versatility, we apply it to fund replication and to the inference of explanatory and prediction networks.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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