• DocumentCode
    2002333
  • Title

    Decision making of a portfolio selection model based on fuzzy statistic test

  • Author

    Pei-Chun Lin ; Watada, Junzo ; Berlin Wu

  • Author_Institution
    Grad. Sch. of Inf., Production & Syst., Waseda Univ., Kitakyushu, Japan
  • fYear
    2012
  • fDate
    20-24 Nov. 2012
  • Firstpage
    1931
  • Lastpage
    1937
  • Abstract
    The objective of our research is to build a statistical test that can evaluate the sensitivity of a portfolio selection model with fuzzy data. The central point and radius are used to determine the portfolio selection model and we make a decision for the best return by a fuzzy statistical test. Empirical studies are presented to illustrate the risk of the portfolio selection model with interval values. We conclude that the evaluation by the fuzzy statistical test enables us to obtain a stable expected return and low risk investment with different choices based on the risk level k, which is taken for the risk level.
  • Keywords
    decision making; fuzzy set theory; investment; risk management; statistical testing; decision making; expected return; fuzzy statistic test; portfolio selection model; portfolio selection risk; risk investment; risk level; Fuzzy probability distributions; Fuzzy statistics and data analysis; Optimization; Portfolio selection;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Soft Computing and Intelligent Systems (SCIS) and 13th International Symposium on Advanced Intelligent Systems (ISIS), 2012 Joint 6th International Conference on
  • Conference_Location
    Kobe
  • Print_ISBN
    978-1-4673-2742-8
  • Type

    conf

  • DOI
    10.1109/SCIS-ISIS.2012.6505076
  • Filename
    6505076