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Impulse balancing versus equilibrium learning an experimental study of competitive portfolio selection

Author

Listed:
  • Judith Avrahami

    (The Federmann Center for the Study of Rationality, The Hebrew University of Jerusalem)

  • Werner Güth

    (MPI for Research on Collective Goods)

  • Yaakov Kareev

    (The Federmann Center for the Study of Rationality, The Hebrew University of Jerusalem)

  • Matteo Ploner

    (University of Trento)

Abstract

The experiment lets investors interact in portfolio choices involving different risky assets, one for each state of the world. Probabilities of random states are commonly known. All assets pay the same dividend when their state is realized and becomes worthless otherwise. Whereas evolutionary stability and equilibrium behavior predict equal expected profits across assets, impulse balancing (Selten and Buchta, Games and human behavior: essays in the Honor of Amnon Rapoport, 1999) equalizes the expected regret. Thus, impulse balancing seems to capture tendencies of cyclical direction learning. In addition to analyzing whether and when behavior converges to impulse balancing or to equilibrium portfolios, we categorize portfolio adaptation by path dependence and sensitivity to state-specific probabilities. We show that portfolio choices are driven mainly by probability matching, but the effect becomes weaker over time. Furthermore, most portfolio adjustments are not compatible with directional learning.

Suggested Citation

  • Judith Avrahami & Werner Güth & Yaakov Kareev & Matteo Ploner, 2022. "Impulse balancing versus equilibrium learning an experimental study of competitive portfolio selection," Evolutionary and Institutional Economics Review, Springer, vol. 19(2), pages 587-610, September.
    • Handle: RePEc:spr:eaiere:v:19:y:2022:i:2:d:10.1007_s40844-022-00240-w
    DOI: 10.1007/s40844-022-00240-w
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    References listed on IDEAS

    as
    1. Ockenfels, Axel & Selten, Reinhard, 2005. "Impulse balance equilibrium and feedback in first price auctions," Games and Economic Behavior, Elsevier, vol. 51(1), pages 155-170, April.
    2. Kroll, Yoram & Levy, Haim & Rapoport, Amnon, 1988. "Experimental tests of the mean-variance model for portfolio selection," Organizational Behavior and Human Decision Processes, Elsevier, vol. 42(3), pages 388-410, December.
    3. Larry Samuelson, 2002. "Evolution and Game Theory," Journal of Economic Perspectives, American Economic Association, vol. 16(2), pages 47-66, Spring.
    4. Jorgen W. Weibull, 1997. "Evolutionary Game Theory," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262731215, April.
    5. Urs Fischbacher, 2007. "z-Tree: Zurich toolbox for ready-made economic experiments," Experimental Economics, Springer;Economic Science Association, vol. 10(2), pages 171-178, June.
    6. Richard H. Thaler & Shlomo Benartzi, 2001. "Naive Diversification Strategies in Defined Contribution Saving Plans," American Economic Review, American Economic Association, vol. 91(1), pages 79-98, March.
    7. Blume, Lawrence & Easley, David, 1992. "Evolution and market behavior," Journal of Economic Theory, Elsevier, vol. 58(1), pages 9-40, October.
    8. repec:hhs:iuiwop:487 is not listed on IDEAS
    9. Fama, Eugene F, 1970. "Efficient Capital Markets: A Review of Theory and Empirical Work," Journal of Finance, American Finance Association, vol. 25(2), pages 383-417, May.
    Full references (including those not matched with items on IDEAS)

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    More about this item

    Keywords

    Impulse balancing; Probability matching; Regret; Portfolio management; Experiment;
    All these keywords.

    JEL classification:

    • D81 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Criteria for Decision-Making under Risk and Uncertainty
    • C91 - Mathematical and Quantitative Methods - - Design of Experiments - - - Laboratory, Individual Behavior
    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions

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