On the Robustness of The Extended Fama-French Three Factor Model

IF 0.1 Q4 ECONOMICS
Zaafri Ananto Husodo, Intan Nur Awwaliyah
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引用次数: 0

Abstract

The aim of this paper is to examine the validity of the four-factor asset pricing as a comparison the standard Fama-French three factor model using U.S. monthly stock return data from period January 1963 to December 2010. Monthly stock return are constructed into 25 portfolio while the four-factor model includes the market factor ( beta ), the size factor (SMB), the book-to-market factor (HML), and the ‘momentum’ factor (MOM) which represents winners minus losers in terms of returns. Time series regressions following Fama and French (1993) are employed which includes the three-factor model as well as the four-factor model. Results indicated that the four-factor model to some extent have significant capability in explaining the variations in average excess stock return which consistent with Carhart (1997). R 2 from the four-factor model is just slightly higher than the three factor model yet it provides indicative for the robustness of the model. Meanwhile, the January seasonals are also able to be absorbed by the risk factors including the market, SMB, HML, and MOM. Since the four-factor model seems capable in explaining the variation of the stock returns then application of this model in emerging markets may provide guidance for investor in understanding the market condition.
扩展Fama-French三因素模型的鲁棒性
本文的目的是利用1963年1月至2010年12月的美国月度股票收益数据,检验四因素资产定价与标准Fama-French三因素模型的有效性。每月股票回报被构建成25个投资组合,而四因素模型包括市场因素(beta),规模因素(SMB),账面市值因素(HML)和“动量”因素(MOM),它代表了回报方面的赢家减去输家。采用Fama和French(1993)的时间序列回归,包括三因素模型和四因素模型。结果表明,四因素模型在一定程度上具有显著的解释平均超额股票收益变化的能力,这与Carhart(1997)一致。四因素模型的r2仅略高于三因素模型,但它为模型的稳健性提供了指示。与此同时,1月份的季节也能够被市场、中小企业、HML和MOM等风险因素所吸收。由于四因素模型似乎能够解释股票收益的变化,那么在新兴市场中应用该模型可以为投资者理解市场状况提供指导。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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