Comparisons to Investment Portfolios under Markowitz Model and Index Model based on US’s Stock Market
DOI:
https://doi.org/10.54691/bcpbm.v26i.2053Keywords:
component; Markowitz Model, Index Model, Minimal risk portfolio, Maximal Sharpe ratio).Abstract
In order to construct an investment portfolio, it is crucial to select risky assets and arrange the weights to each asset. This article selects 6 stocks to compose the portfolio and compare their performances under 5 constraints that are always considered in real life by using Markowitz Model and Index Model. These two models would produce different investment portfolios as they take different factors of stock into account. By calculating the maximal return rate determined by Sharpe ratio, and the minimal risk rate determined by standard deviation, comparing the two models and conclude which model is more suitable under each constraint. According to the results, Markowitz model proves that under certain constraints, investors' portfolio selection can be simplified to balance two factors, namely, the expected return and variance of the portfolio. In the case of Index Model, the conclusion is more general and regular. The results would play a significant role in determining the stocks’ future performance and help investors constructing their portfolios under different constraints.
Downloads
References
Roebers, Lorenz M, Selvi, Aras, & Vera, Juan C. (2019). Using
Markowitz, H. (1952). Portfolio selection. The Journal of Finance, 7(1), 77–91.
Cesarone, F., Scozzari, A., & Tardella, F. (2013). A new method for mean-variance portfolio opti- mization with cardinality constraints. Annals of Operations Research, 205(1), 213–234.
Scholten, M., Read, D., 2014. Prospect theory and the forgotten fourfold pattern of risk preferences. J. Risk Uncertain. 48, 67–83.
Deck, C., Lee, J., Reyes, J., 2008. Risk attitudes in large stake gambles: evidence from a game show. Appl. Econ. 40, 41–52.
Huang, X.X. Portfolio Analysis: From Probabilistic to Credibilistic and Uncertain Approaches; Springer: Berlin/Heidelberg, Germany, 2010.
Grootveld, H.; Hallerbach, W. Variance vs. downside risk: Is there really that much difference? Eur. J. Oper. Res. 1999, 114, 304–319.
Gupta, P.; Mehlawat, M.K.; Saxena, A. Asset portfolio optimization using fuzzy mathematical programming. Inf. Sci. 2008, 178, 1734–1755.
Liu, B. Uncertainty Theory, 2nd ed.; Springer: Berlin/Heidelberg, Germany, 2007.
Huang, X.; Ying, H. Risk index based models for portfolio adjusting problem with returns subject to experts’ evaluations. Econ. Model. 2013, 30, 61–66.






