股票市场的宏观属性:风格化事实与投资组合表现

Steven Campbell, Qien Song, Ting-Kam Leonard Wong
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引用次数: 0

摘要

股票市场的宏观属性会影响主动股票策略的表现,但金融数学和计量经济学的传统模型并未充分反映其中的许多属性。利用美国股票市场的 CRSP 数据库,我们对定义为市值和回报的几个宏观属性进行了实证研究,并强调了一系列风格化事实和开放性问题,这些问题的部分动机来自随机投资组合理论。此外,我们还对各种配置下的多样性加权投资组合进行了系统性回溯测试,并研究了其与宏观数量相关的表现。我们的所有结果都可以通过 GitHub 存储库中的代码进行复制。
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Macroscopic properties of equity markets: stylized facts and portfolio performance
Macroscopic properties of equity markets affect the performance of active equity strategies but many are not adequately captured by conventional models of financial mathematics and econometrics. Using the CRSP Database of the US equity market, we study empirically several macroscopic properties defined in terms of market capitalizations and returns, and highlight a list of stylized facts and open questions motivated in part by stochastic portfolio theory. Additionally, we present a systematic backtest of the diversity-weighted portfolio under various configurations and study its performance in relation to macroscopic quantities. All of our results can be replicated using codes made available on our GitHub repository.
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