Portfolio Analysis of Five Stocks Under Different Constraints Based on Markowitz Model & Index Model
DOI:
https://doi.org/10.54097/wdyy2y02Keywords:
Portfolio optimization, Portfolio, Markowitz model, Constraint.Abstract
Since the dawn of the 21st century, while there has been an abundance of talented fund managers, truly exceptional asset portfolios have been rare. Addressing this phenomenon, the study delves into the current state of asset management, employing two renowned financial models: the Markowitz model and the Index model. These models are utilized to analyze the returns and risks of five high-performing assets. Additionally, acknowledging the diversity of investor preferences, this paper incorporates five different constraints to cater to a wider spectrum of client needs. The crux of the research is the optimization of the asset portfolio, grounded in these models and constraints. The paper findings indicate that the integration of the Markowitz and Index models with the capital market line and the efficient frontier proves highly effective in the management of risk asset portfolios. In this paper, the Markowitz model consistently excels over the index model in both minvariance and maxsharpe scenarios. This study has important reference value for investors in related fields.
Downloads
References
Wang Yifan. Application of Markowitz Mean-variance Theory in Portfolio Optimization of Energy Futures. Computer and Modernization, 2020, 07: 11.
Bai, Z., Liu, H., Wong, W. K. Enhancement of the applicability of Markowitz's portfolio optimization by utilizing random matrix theory. Mathematical Finance: An International Journal of Mathematics, Statistics and Financial Economics, 2009, 19(4): 639-667.
Caldeira J, Moura G V, Santos A. Bond portfolio optimization using dynamic factor models. Journal of Empirical Finance, 2016, 37: 128–158.
Qi Y. Portfolio analysis and prospect of listed TCM enterprises in Guizhou Province. Journal of Guizhou Party School, 2020 (3): 10.
Wang G. Z. Quantitative Investment Portfolio Strategy Based on the AI Industry. Journal of Shenyang University, 2022, (24): 44-51.
Naccarato, A., Pierini, A., Ferraro, G. Markowitz portfolio optimization through pairs trading cointegrated strategy in long-term investment. Annals of Operations Research, 2019, 299(1-2): 81–99.
Petukhina, A., Klochkov, Y., Härdle, W. K., Zhivotovskiy, N. Robustifying Markowitz. Journal of Econometrics, 2023.
Zhi, B., Wang, X., Xu, F. Portfolio optimization for inventory financing: Copula-based approaches. Computers & Operations Research, 2021, 136: 105481.
Roebers, L. M., Selvi, A., Vera, J. C. Using column generation to solve extensions to the Markowitz model. The Engineering Economist, 2019, 64(3): 275-288.
Wu, W. Is Evaluation Indicators of Portfolio Performance Reliable? An Empirical Research of Markowitz's Portfolio Theory Based Monte Carlo Simulation. World Scientific Research Journal, 2022, 8(3): 412-419.
Downloads
Published
Issue
Section
License

This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.






