IDEAS home Printed from https://ideas.repec.org/h/spr/lnechp/978-3-642-31301-1_8.html
   My bibliography  Save this book chapter

Risk Aversion Impact on Investment Strategy Performance: A Multi Agent-Based Analysis

In: Managing Market Complexity

Author

Listed:
  • Olivier Brandouy

    (Sorbonne Graduate School of Business)

  • Philippe Mathieu

    (Université Lille 1)

  • Iryna Veryzhenko

    (Sorbonne Graduate School of Business)

Abstract

In order to supply an additional evidence on the effect of individual investors preferences on their portfolio dynamics from the wealth and risk adjusted return point of view, we construct an agent-based multi-asset model. We populate the artificial market with heterogeneous mean-variance traders with quadratic utility function. We compare the relative performance of investment strategies differ on their risk preferences using ecological competitions, where populations of artificial investors co-evolve. Our findings show that the higher relative risk aversion helps the agents survive in a long-range time frame in the competitions for higher wealth or Sharpe ratio of constrained portfolios. However, when short-selling is allowed, the highest (as well as lowest) risk aversion does not guarantee the highest earnings. Risk lovers as well as absolute risk averse run quickly out of competitions. Only the traders with moderate level of risk aversion survive in the long run.

Suggested Citation

  • Olivier Brandouy & Philippe Mathieu & Iryna Veryzhenko, 2012. "Risk Aversion Impact on Investment Strategy Performance: A Multi Agent-Based Analysis," Lecture Notes in Economics and Mathematical Systems, in: Andrea Teglio & Simone Alfarano & Eva Camacho-Cuena & Miguel Ginés-Vilar (ed.), Managing Market Complexity, edition 127, chapter 0, pages 91-102, Springer.
    • Handle: RePEc:spr:lnechp:978-3-642-31301-1_8
    DOI: 10.1007/978-3-642-31301-1_8
    as

    Download full text from publisher

    To our knowledge, this item is not available for download. To find whether it is available, there are three options:
    1. Check below whether another version of this item is available online.
    2. Check on the provider's web page whether it is in fact available.
    3. Perform a search for a similarly titled item that would be available.

    References listed on IDEAS

    as
    1. Mehra, Rajnish & Prescott, Edward C., 1985. "The equity premium: A puzzle," Journal of Monetary Economics, Elsevier, vol. 15(2), pages 145-161, March.
    2. C. Chiarella & X-Z. He, 2001. "Asset price and wealth dynamics under heterogeneous expectations," Quantitative Finance, Taylor & Francis Journals, vol. 1(5), pages 509-526.
    3. Obstfeld, Maurice, 1994. "Risk-Taking, Global Diversification, and Growth," American Economic Review, American Economic Association, vol. 84(5), pages 1310-1329, December.
    4. J. G. Kallberg & W. T. Ziemba, 1983. "Comparison of Alternative Utility Functions in Portfolio Selection Problems," Management Science, INFORMS, vol. 29(11), pages 1257-1276, November.
    5. Mikhail Anufriev, 2008. "Wealth-driven competition in a speculative financial market: examples with maximizing agents," Quantitative Finance, Taylor & Francis Journals, vol. 8(4), pages 363-380.
    6. Judd, Kenneth L., 2006. "Computationally Intensive Analyses in Economics," Handbook of Computational Economics, in: Leigh Tesfatsion & Kenneth L. Judd (ed.), Handbook of Computational Economics, edition 1, volume 2, chapter 17, pages 881-893, Elsevier.
    7. Kandel, Shmuel & Stambaugh, Robert F., 1991. "Asset returns and intertemporal preferences," Journal of Monetary Economics, Elsevier, vol. 27(1), pages 39-71, February.
    8. Marco Raberto & Silvano Cincotti & Sergio Focardi & Michele Marchesi, 2003. "Traders' Long-Run Wealth in an Artificial Financial Market," Computational Economics, Springer;Society for Computational Economics, vol. 22(2), pages 255-272, October.
    9. Moshe Levy & Ya'acov Ritov, 2011. "Mean–variance efficient portfolios with many assets: 50% short," Quantitative Finance, Taylor & Francis Journals, vol. 11(10), pages 1461-1471.
    10. Levy, Moshe, 2005. "Is risk-aversion hereditary?," Journal of Mathematical Economics, Elsevier, vol. 41(1-2), pages 157-168, February.
    11. Olivier Brandouy & Philippe Mathieu & Iryna Veryzhenko, 2011. "Key Points For Realistic Agent-Based Financial Market Simulations," Post-Print hal-00826398, HAL.
    12. Gordon, Myron J & Paradis, G E & Rorke, C H, 1972. "Experimental Evidence on Alternative Portfolio Decision Rules," American Economic Review, American Economic Association, vol. 62(1), pages 107-118, March.
    13. N. Gregory Mankiw & Julio J. Rotemberg & Lawrence H. Summers, 1985. "Intertemporal Substitution in Macroeconomics," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 100(1), pages 225-251.
    14. William F. Sharpe, 1964. "Capital Asset Prices: A Theory Of Market Equilibrium Under Conditions Of Risk," Journal of Finance, American Finance Association, vol. 19(3), pages 425-442, September.
    15. Levy, Haim & Levy, Moshe & Solomon, Sorin, 2000. "Microscopic Simulation of Financial Markets," Elsevier Monographs, Elsevier, edition 1, number 9780124458901.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Chueh-Yung Tsao & Ya-Chi Huang, 2018. "Revisiting the issue of survivability and market efficiency with the Santa Fe Artificial Stock Market," Journal of Economic Interaction and Coordination, Springer;Society for Economic Science with Heterogeneous Interacting Agents, vol. 13(3), pages 537-560, October.
    2. Juan Mascare as & Fangyuan Yan, 2017. "How People Apply Mental Accounting Philosophy to Investment Risk?," International Journal of Economics and Financial Issues, Econjournals, vol. 7(3), pages 145-151.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Olivier Brandouy & Philippe Mathieu & Iryna Veryzhenko, 2012. "Risk Aversion Impact on Investment Strategy Performance: A Multi Agent-Based Analysis," Post-Print halshs-02048765, HAL.
    2. Olivier Brandouy & Philippe Mathieu & Iryna Veryzhenko, 2012. "Risk Aversion Impact on Investment Strategy Performance: A Multi Agent-Based Analysis," Post-Print hal-00826144, HAL.
    3. Iryna Veryzhenko, 2021. "Who gains and who loses on stock markets? Risk preferences and timing matter," Intelligent Systems in Accounting, Finance and Management, John Wiley & Sons, Ltd., vol. 28(2), pages 143-155, April.
    4. Anufriev, M. & Bottazzi, G., 2006. "Price and Wealth Dynamics in a Speculative Market with Generic Procedurally Rational Traders," CeNDEF Working Papers 06-02, Universiteit van Amsterdam, Center for Nonlinear Dynamics in Economics and Finance.
    5. Mikhail Anufriev & Giulio Bottazzi, 2006. "Behavioral Consistent Market Equilibria under Procedural Rationality," Computing in Economics and Finance 2006 225, Society for Computational Economics.
    6. Giuliano, Paola & Turnovsky, Stephen J., 2003. "Intertemporal substitution, risk aversion, and economic performance in a stochastically growing open economy," Journal of International Money and Finance, Elsevier, vol. 22(4), pages 529-556, August.
    7. Anufriev, Mikhail & Bottazzi, Giulio, 2010. "Market equilibria under procedural rationality," Journal of Mathematical Economics, Elsevier, vol. 46(6), pages 1140-1172, November.
    8. Qiang Zhang, 2004. "Accounting for Human Capital and Weak Identification in Evaluating the Esptein-Zin-Weil Non-Expected Utility Model of Asset Pricing," CIRJE F-Series CIRJE-F-289, CIRJE, Faculty of Economics, University of Tokyo.
    9. Anufriev, Mikhail & Dindo, Pietro, 2010. "Wealth-driven selection in a financial market with heterogeneous agents," Journal of Economic Behavior & Organization, Elsevier, vol. 73(3), pages 327-358, March.
    10. Turnovsky, Stephen J. & Bianconi, Marcelo, 2005. "Welfare Gains From Stabilization In A Stochastically Growing Economy With Idiosyncratic Shocks And Flexible Labor Supply," Macroeconomic Dynamics, Cambridge University Press, vol. 9(3), pages 321-357, June.
    11. repec:cte:wbrepe:wb063209 is not listed on IDEAS
    12. Camilo Alvis & Cristian Castrillón, 2013. "Tamano óptimo del gasto público colombiano: una aproximación desde la teoría del crecimiento endógeno," Revista Cuadernos de Economia, Universidad Nacional de Colombia, FCE, CID, December.
    13. John Y. Campbell, 2000. "Asset Pricing at the Millennium," Journal of Finance, American Finance Association, vol. 55(4), pages 1515-1567, August.
    14. Thomas Holtfort, 2019. "From standard to evolutionary finance: a literature survey," Management Review Quarterly, Springer, vol. 69(2), pages 207-232, June.
    15. Carl Chiarella & Roberto Dieci & Xue-Zhong He, 2011. "The dynamic behaviour of asset prices in disequilibrium: a survey," International Journal of Behavioural Accounting and Finance, Inderscience Enterprises Ltd, vol. 2(2), pages 101-139.
    16. Lewis, Karen K., 1995. "Puzzles in international financial markets," Handbook of International Economics, in: G. M. Grossman & K. Rogoff (ed.), Handbook of International Economics, edition 1, volume 3, chapter 37, pages 1913-1971, Elsevier.
    17. Benjamin Auer, 2011. "Can consumption-based asset pricing models explain the cross-section of investment funds returns?," Applied Financial Economics, Taylor & Francis Journals, vol. 21(17), pages 1273-1279.
    18. Arif Oduncu, 2012. "Determinants of Precautionary Savings : Elasticity of Intertemporal Substitution vs. Risk Aversion," Working Papers 1227, Research and Monetary Policy Department, Central Bank of the Republic of Turkey.
    19. Lewis, Karen K., 2000. "Why do stocks and consumption imply such different gains from international risk sharing?," Journal of International Economics, Elsevier, vol. 52(1), pages 1-35, October.
    20. Evans, Paul & Hasan, Iftekhar, 1998. "The consumption-based capital asset pricing model: International evidence," Journal of Multinational Financial Management, Elsevier, vol. 8(1), pages 1-21, January.
    21. Smith, William & Son, Young Seob, 2005. "Can the desire to conserve our natural resources be self-defeating?," Journal of Environmental Economics and Management, Elsevier, vol. 49(1), pages 52-67, January.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:lnechp:978-3-642-31301-1_8. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.