사업성과 BK21 FOUR 산업혁신 애널리틱스 교육연구단

논문

2024 A novel integration of the Fama–French and Black–Litterman models to enhance portfolio management

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작성자 관리자 작성일 24-09-23 18:05

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Author
Hyungjin Ko, Bumho Son, Jaewook Lee
Journal
Journal of International Financial Markets, Institutions and Money
Vol
91
Page
101949
Year
2024

Abstract

We propose a novel portfolio model integrating the Fama–French three-factor model into the Black–Litterman framework, enabling efficient investment strategies. The model surpasses traditional benchmarks, significantly increasing alpha, minimizing estimation error, and improving diversification. Performance improvements are shown by a tripled Sharpe ratio and doubled Certainty Equivalent Return compared to standard models. It maintains stability across different parameters and economic climates, leveraging improved weight adjustment to reduce estimation errors and withstand market volatility. It provides a new perspective for portfolio construction, leveraging long-term insights from asset pricing theory with significant implications.