多因素投资组合中的规模因素:规模因素在多因素投资中还有一席之地吗?

Q4 Economics, Econometrics and Finance
Mikheil Esakia, Felix Goltz, B. Luyten, Marcel Sibbe
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引用次数: 2

摘要

金融文献已经确立了规模效应:从长期来看,市值小的股票比市值大的股票表现要好。规模因素之所以被纳入资产定价模型,是因为它对股权收益的横截面差异具有解释力。然而,最近的研究建议从因素菜单中删除大小,因为它的性能相对较弱。我们没有考虑单独的性能,而是考虑了交叉因素相关性,以评估排除大小因素的影响。我们考虑三个测试。首先,我们衡量了资产定价模型对模型拟合的影响。其次,我们评估在考虑其他因素的隐性风险敞口时,规模溢价是否保持不变。第三,我们评估了规模因素对最优多因素投资组合绩效的影响。我们的研究结果表明,规模因素改善了模型拟合,在其他因素存在的情况下提供了显著的正溢价,并对多因素投资组合的绩效做出了积极贡献。忽略规模因素会给投资者带来巨大的成本,往往超过忽略其他流行因素所带来的成本。主题:个体因素/风险溢价分析,基于因素的模型,风格投资主要发现•在调整了其他因素的隐性风险敞口后,规模因素具有显著的溢价。•最优因子投资组合分配到规模因子,即使回报假设是非常保守的。•由于规模因素与其他因素和不同的宏观经济条件的相关性较低,因此可以改善多元化。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Size Factor in Multifactor Portfolios: Does the Size Factor Still Have Its Place in Multifactor Portfolios?
The finance literature has established a size effect: stocks with small market capitalization outperform larger stocks over the long term. The size factor is included in asset-pricing models because of its explanatory power for cross-sectional differences in equity returns. However, recent studies recommend removing size from the factor menu, given its relatively weak performance. Instead of looking at the stand-alone performance, we account for cross-factor correlation to assess the impact of excluding the size factor. We consider three tests. First, we measure the impact on model fit of asset-pricing models. Second, we assess whether the size premium remains intact when accounting for implicit exposures to other factors. Third, we evaluate the impact of the size factor on the performance of optimal multifactor portfolios. Our results suggest that the size factor improves model fit, delivers a significant positive premium in the presence of other factors, and contributes positively to the performance of multifactor portfolios. Omitting the size factor has substantial cost to investors, which often exceeds that of omitting other popular factors. TOPICS: Analysis of individual factors/risk premia, factor-based models, style investing Key Findings • The size factor carries a significant premium after adjusting for implicit exposure to other factors. • Optimal factor portfolios allocate to the size factor even if the return assumption is extremely conservative. • The size factor improves diversification due to its low correlation with other factors and different exposure to macroeconomic conditions.
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来源期刊
Journal of Index Investing
Journal of Index Investing Economics, Econometrics and Finance-Finance
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0.70
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