Robust equity portfolio performance
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The earliest documented analytical approach to portfolio selection is Markowitz’s mean–variance analysis, which attempts to find the portfolio with optimal performance by considering the tradeoff between return and risk. The performance of mean–variance analysis has been the subject of many studies and compared to other portfolio construction approaches such as a naïve equally-weighted allocation scheme. In recent years, several approaches have been proposed to improve the mean–variance model by reducing the sensitivity of the portfolio selection process in order achieve robust performance. Although robust portfolio optimization has been one of the most researched methods for improving portfolio robustness, the performance of robust portfolios has not been the major focus of studies. In this paper, a comprehensive analysis on robust portfolio performance is presented for equity portfolios constructed in the U.S. market during the period 1980 and 2014, and results confirm the advantage of robust portfolio optimization for controlling uncertainty while efficiently allocating investments.
KeywordsPortfolio optimization Robust optimization Portfolio performance U.S. equity market
This research was supported by Basic Science Research Program through the National Research Foundation of Korea (NRF) funded by the Ministry of Science, ICT & Future Planning (NRF-2016R1C1B1014492).
- Fabozzi, F. J., Kolm, P. N., Pachamanova, D. A., & Focardi, S. M. (2007b). Robust portfolio optimization and management. Hoboken, New Jersey: Wiley.Google Scholar
- Kim, W. C., Kim, J. H., & Fabozzi, F. J. (2016). Robust equity portfolio management + website: Formulations, implementations, and properties using MATLAB. Hoboken: Wiley.Google Scholar
- Maginn, J. L., Tuttle, D. L., McLeavey, D. W., & Pinto, J. E. (2007). Managing investment portfolios: A dynamic process (3rd ed.). Hoboken: Wiley.Google Scholar
- Markowitz, H. M. (1952). Portfolio selection. Journal of Finance, 7(1), 77–91.Google Scholar
- Qian, E. E., Hua, R. H., & Sorensen, E. H. (2007). Quantitative equity portfolio management: Modern techniques and applications. Boca Raton: CRC Press.Google Scholar
- Stubbs, R. A., & Vance, P. (2005). Computing return estimation error matrices for robust optimization. New York: Axioma Inc.Google Scholar