• DocumentCode
    1621298
  • Title

    Exploring Risks of Financial Markets through Agent-Based Modeling

  • Author

    Takahashi, Hiroshi ; Terano, Takao

  • Author_Institution
    Graduate Sch. of Humanities & Social Sci., Okayama Univ.
  • fYear
    2006
  • Firstpage
    939
  • Lastpage
    942
  • Abstract
    To investigate the risks of financial markets is one of the critical issues in risk management. This paper proposes an agent-based model to clarify microscopic and macroscopic links between investor behaviors and price fluctuations in a financial market. The analysis presented in the paper focuses on the role that investors´ overconfidence plays in the financial market. From the simulation study of the agent-based virtual market, we have found that (1) overconfident investors emerge in a bottom-up fashion in the market, and (2) these overconfident investors have the ability to contribute to the market, in which the trading prices are coincide with theoretical fundamental values
  • Keywords
    decision making; multi-agent systems; risk management; stock markets; agent-based modeling; agent-based virtual market; decision making; financial market; macroscopic link; microscopic link; risk management; Computational intelligence; Decision making; Economic forecasting; Finance; Fluctuations; Inverse problems; Investments; Microscopy; Multiagent systems; Risk management; Behavioral Economics; Finance Risk Management; Inverse Simulation; Multi-Agent System; Overconfidence Investors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    SICE-ICASE, 2006. International Joint Conference
  • Conference_Location
    Busan
  • Print_ISBN
    89-950038-4-7
  • Electronic_ISBN
    89-950038-5-5
  • Type

    conf

  • DOI
    10.1109/SICE.2006.315648
  • Filename
    4109091