• DocumentCode
    243500
  • Title

    What Is the Impact of Heterogeneous Knowledge about Fundamentals on Market Liquidity and Efficiency: An ABM Approach

  • Author

    Lespagnol, Vivien ; Rouchier, Juliette

  • Author_Institution
    EHESS Marseille, AMSE, Aix-Marseille Univ., Marseille, France
  • fYear
    2014
  • fDate
    21-25 July 2014
  • Firstpage
    420
  • Lastpage
    425
  • Abstract
    This paper studies the effect of investor´s bounded rationality on market dynamics. In an order driven market, we consider a few-types model where two risky assets are traded. Agents differ by their behavior, knowledge, risk aversion and investment horizon. The investor´s demand is defined by a utility maximization under constant absolute risk aversion. Relaxing the assumption of perfect knowledge of the fundamentals enables to identify two components in a bubble. The first one comes from the unperceived fundamental changes due to trader´s belief perseverance. The second one is generated by chartist behavior. In all simulations, speculators make the market less efficient and more volatile. They also increase the maximum amount of assets exchanged in the most liquid time step. However, our model is not showing raising average volatility on long term. Concerning the fundamentalists, the belief perseverance has a stabilization impact on the trading price. The closer the anchor is to the true fundamental value, the more efficient the market is, because the prices change smoothly.
  • Keywords
    investment; multi-agent systems; risk management; ABM approach; agent behavior; agent knowledge; agent-based model; chartist behavior; constant absolute risk aversion; heterogeneous knowledge; investment horizon; investor bounded rationality; liquid time step; market dynamics; market efficiency; market liquidity; order driven market; risk aversion; risky assets; trader belief perseverance; trading price; utility maximization; Computational modeling; Computers; Investment; Liquids; Market research; Mathematical model; Mood; Agent based model; bounded rationality; efficient market; financial market; fundamental value; liquidity;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Software and Applications Conference Workshops (COMPSACW), 2014 IEEE 38th International
  • Conference_Location
    Vasteras
  • Type

    conf

  • DOI
    10.1109/COMPSACW.2014.20
  • Filename
    6903166