Comparing factor models with price-impact costs

IF 10.4 1区 经济学 Q1 BUSINESS, FINANCE Journal of Financial Economics Pub Date : 2024-09-21 DOI:10.1016/j.jfineco.2024.103949
Sicong Li , Victor DeMiguel , Alberto Martín-Utrera
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Abstract

We propose a formal statistical test to compare asset-pricing models in the presence of price impact. In contrast to the case without trading costs, we show that in the presence of price-impact costs different models may be best at spanning the investment opportunities of different investors depending on their absolute risk aversion. Empirically, we find that the five-factor model of Hou et al. (2021), the six-factor model of Fama and French (2018) with cash-based operating profitability, and a high-dimensional model are best at spanning the investment opportunities of investors with high, medium, and low absolute risk aversion, respectively.

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比较具有价格影响成本的要素模型
我们提出了一种正式的统计检验方法,用于比较存在价格影响的资产定价模型。与没有交易成本的情况不同,我们的研究表明,在存在价格影响成本的情况下,不同的模型可能最能跨越不同投资者的投资机会,这取决于他们的绝对风险厌恶程度。通过实证,我们发现,Hou 等人(2021 年)的五要素模型、Fama 和 French(2018 年)基于现金的经营盈利能力的六要素模型以及高维模型分别最能跨越高、中、低绝对风险规避投资者的投资机会。
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来源期刊
CiteScore
15.80
自引率
4.50%
发文量
192
审稿时长
37 days
期刊介绍: The Journal of Financial Economics provides a specialized forum for the publication of research in the area of financial economics and the theory of the firm, placing primary emphasis on the highest quality analytical, empirical, and clinical contributions in the following major areas: capital markets, financial institutions, corporate finance, corporate governance, and the economics of organizations.
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