因子构建动物园:因子暴露是否平等?

Shaojun Zhang
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摘要

答案是否定的。要素投资为投资者提供了一种低成本的参与选股的途径。投资者通过承担因素风险赚取超额回报,而因素风险通常由因素暴露来衡量。然而,收益与因素暴露之间的关系是非线性的。大规模的模拟表明,类似的目标因素暴露可以使用不同的投资组合构建方法来设计,但最终的投资组合在预期回报和与市场和要素基金的共同运动方面表现出显著的分散。色散随目标因子暴露而增加。因此,一些因素暴露比其他因素更有效。本文进一步研究了价值型基金、动量型基金和优质型基金的投资组合构建选择;讨论工作中的权衡;并为要素暴露效率的评价提供了一个框架。在构建或评价要素基金时,考虑非线性是很重要的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Factor Construction Zoo: Are Factor Exposures Created Equal?
The answer is no. Factor investing provides investors with a low-cost avenue to participate in stock selection. Investors earn excess returns for taking on factor risk, which is often measured by factor exposure. However, the relation between the return and factor exposure is nonlinear. Large-scale simulation shows that similar target factor exposures can be engineered using various portfolio construction methodologies, but the resulting portfolios exhibit significant dispersion in expected returns and co-movement with the market and across factor funds. The dispersion increases with target factor exposures. As such, some factor exposures are more efficient than others. This article further studies a comprehensive list of portfolio construction choices for value, momentum, and quality funds; discusses the trade-off at work; and provides a framework for the assessment of factor exposure efficiency. It is important to account for nonlinearity in constructing or evaluating factor funds.
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