Decision Support System for Portfolio Selection

被引:0
|
作者
Mlynarovic, Vladimir [1 ]
机构
[1] Comenius Univ, Fac Social & Econ Sci, Bratislava, Slovakia
关键词
Decision support system; portfolio selection; pisk measures; efficient frontiers;
D O I
暂无
中图分类号
F [经济];
学科分类号
02 ;
摘要
The developed decision support system allows in Excel environment to describe the set of efficient portfolios and analyze alternatives of investment strategy applicable to individual types of pension funds (conservative, balanced, growth) It consists of the following stages: definition of fund's investment style parameters, optimization of investment strategy, presentation of investment strategy alternatives and their description and analysis of sensitivity of investment strategy to changes in expectations. Within the definition of investment style parameters the following is specified: a) limits for individual asset classes, namely money market instruments, bonds and equity, b) limits also for individual assets, contemplated within asset classes, c) currency (local, USD, EUR, SKK) of individual asset classes, to which yields of individual assets are recomputed, d) expected return of individual assets (historical yields for the whole period, historical yields for the specific sub-period, expert values or long run equilibrium values based on Black-Litterman approach) Optimization of investment strategy consists in effective approximation of efficient portfolios frontier in the space of expected return and risk (measured by standard deviation, lower semi - standard deviation, lower semi-absolute deviation, below target risk or conditional value at risk) and identification of four alternatives of investment strategy, portfolios, having the following attributes: a) portfolio with global minimum risk, b) portfolio with maximum expected return, c) portfolio with the same value of profitability index and safety index, d) portfolio with specified relation of profitability index and safety index. The computed alternatives of investment strategy are presented graphically and described through a system of attributes, specifying their yield and risk-related characteristics, both from general point of view and from the point of view of individual assets selected for the portfolio.
引用
收藏
页码:377 / 385
页数:9
相关论文
共 50 条
  • [41] Portfolio selection in quantile decision models
    Luciano de Castro
    Antonio F. Galvao
    Gabriel Montes-Rojas
    Jose Olmo
    [J]. Annals of Finance, 2022, 18 : 133 - 181
  • [42] Portfolio selection in quantile decision models
    de Castro, Luciano
    Galvao, Antonio F.
    Montes-Rojas, Gabriel
    Olmo, Jose
    [J]. ANNALS OF FINANCE, 2022, 18 (02) : 133 - 181
  • [43] A framework of Web-based Decision Support Systems for Portfolio Selection with OLAP and PVM
    Dong, JC
    Du, HS
    Wang, SY
    Chen, K
    Deng, XT
    [J]. DECISION SUPPORT SYSTEMS, 2004, 37 (03) : 367 - 376
  • [44] A Decision Support Tool Based on a Portfolio Selection Model for Crop Planning under Risk
    Radulescu, Constanta Zoie
    Radulescu, Marius
    [J]. STUDIES IN INFORMATICS AND CONTROL, 2012, 21 (04): : 377 - 382
  • [45] Decision Support System Approach for Construction Materials Selection
    Jadid, Mansour N.
    Badrah, Mustafa K.
    [J]. SYMPOSIUM ON SIMULATION FOR ARCHITECTURE AND URBAN DESIGN 2012 (SIMAUD 2012), 2012, 44 (08): : 9 - 15
  • [46] Decision support system for conflict diagnosis in personnel selection
    Nussbaum, M
    Singer, M
    Rosas, R
    Castillo, M
    Flies, E
    Lara, R
    Sommers, R
    [J]. INFORMATION & MANAGEMENT, 1999, 36 (01) : 55 - 62
  • [47] A DECISION SUPPORT SYSTEM FOR MACHINE SELECTION WITH LOAD BALANCING
    BENARIEH, D
    BALAILA, I
    [J]. COMPUTERS & INDUSTRIAL ENGINEERING, 1992, 22 (04) : 459 - 467
  • [48] A decision support system for material and manufacturing process selection
    Ronald E. Giachetti
    [J]. Journal of Intelligent Manufacturing, 1998, 9 : 265 - 276
  • [49] A decision support system for integrated circuit package selection
    Tanner, CJ
    [J]. HEWLETT-PACKARD JOURNAL, 1996, 47 (04): : 72 - 79
  • [50] An integrated decision support system for mobile crane selection
    El-Tourkey, Mahmoud
    Alshibani, Adel
    Mohammed, Awsan
    Shash, Ali
    Tuffaha, Firas
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2022, 189