IDEAS home Printed from https://ideas.repec.org/a/ers/ijfirm/v2y2012i1p1.html
   My bibliography  Save this article

Fuzzy Logic and Behavioral Finance: An Approach Using Fuzzy c-Means Algorithm

Author

Listed:
  • Renato Aparecido Aguiar

Abstract

The aim of this paper is to show the connection between the behavioral finance theory and fuzzy sets theory. Such connection, little explored by researchers, may produce new models for the financial market, leading to a better understanding of anomalies not explained by modern theory of finance. In this paper two techniques based on fuzzy sets, an clustering algorithm and the fuzzy transform shown incorporate, intrinsically, the heuristics of representativeness and anchoring of the behavioral finance theory

Suggested Citation

  • Renato Aparecido Aguiar, 2012. "Fuzzy Logic and Behavioral Finance: An Approach Using Fuzzy c-Means Algorithm," International Journal of Finance, Insurance and Risk Management, International Journal of Finance, Insurance and Risk Management, vol. 2(1), pages 1-1.
    • Handle: RePEc:ers:ijfirm:v:2:y:2012:i:1:p:1
    as

    Download full text from publisher

    File URL: https://journalfirm.com/journal/28/download
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Amir, Eli & Ganzach, Yoav, 1998. "Overreaction and underreaction in analysts' forecasts," Journal of Economic Behavior & Organization, Elsevier, vol. 37(3), pages 333-347, November.
    2. De Bondt, Werner F M & Thaler, Richard, 1985. "Does the Stock Market Overreact?," Journal of Finance, American Finance Association, vol. 40(3), pages 793-805, July.
    3. 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.
    4. Aguiar, Renato Aparecido & Sales, Roberto Moura & Sousa, Lucy Aparecida de, 2008. "Um modelo fuzzy comportamental para análise de sobre-reação e sub-reação no mercado de ações brasileiro," RAE - Revista de Administração de Empresas, FGV-EAESP Escola de Administração de Empresas de São Paulo (Brazil), vol. 48(3), July.
    5. 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.
    6. Kang, Joseph & Liu, Ming-Hua & Ni, Sophie Xiaoyan, 2002. "Contrarian and momentum strategies in the China stock market: 1993-2000," Pacific-Basin Finance Journal, Elsevier, vol. 10(3), pages 243-265, June.
    Full references (including those not matched with items on IDEAS)

    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. Ramiah, Vikash & Xu, Xiaoming & Moosa, Imad A., 2015. "Neoclassical finance, behavioral finance and noise traders: A review and assessment of the literature," International Review of Financial Analysis, Elsevier, vol. 41(C), pages 89-100.
    2. Markus Arnold & Alexander Bassen & Ralf Frank, 2018. "Timing effects of corporate social responsibility disclosure: an experimental study with investment professionals," Journal of Sustainable Finance & Investment, Taylor & Francis Journals, vol. 8(1), pages 45-71, January.
    3. Eero Pätäri & Timo Leivo, 2017. "A Closer Look At Value Premium: Literature Review And Synthesis," Journal of Economic Surveys, Wiley Blackwell, vol. 31(1), pages 79-168, February.
    4. Alexander S. Sangare, 2005. "Efficience des marchés : un siècle après Bachelier," Revue d'Économie Financière, Programme National Persée, vol. 81(4), pages 107-132.
    5. Sudi Sudarsanam & Ashraf A. Mahate, 2003. "Glamour Acquirers, Method of Payment and Post‐acquisition Performance: The UK Evidence," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 30(1‐2), pages 299-342, January.
    6. Linnenluecke, Martina K. & Chen, Xiaoyan & Ling, Xin & Smith, Tom & Zhu, Yushu, 2017. "Research in finance: A review of influential publications and a research agenda," Pacific-Basin Finance Journal, Elsevier, vol. 43(C), pages 188-199.
    7. Adam Zaremba & Jacob Koby Shemer, 2018. "Price-Based Investment Strategies," Springer Books, Springer, number 978-3-319-91530-2, December.
    8. Lucena, Pierre & Fugueiredo, Antonio Carlos, 2004. "Pressupostos de Eficiência de Mercado: um estudo empírico na Bovespa [Assumptions of Market Efficiency: an empirical analysis at Bovespa/Brazil]," MPRA Paper 40884, University Library of Munich, Germany.
    9. Schwert, G. William, 2003. "Anomalies and market efficiency," Handbook of the Economics of Finance, in: G.M. Constantinides & M. Harris & R. M. Stulz (ed.), Handbook of the Economics of Finance, edition 1, volume 1, chapter 15, pages 939-974, Elsevier.
    10. Lu Zhang, 2017. "The Investment CAPM," European Financial Management, European Financial Management Association, vol. 23(4), pages 545-603, September.
    11. Lu Zhang, 2019. "Q-factors and Investment CAPM," NBER Working Papers 26538, National Bureau of Economic Research, Inc.
    12. Trabelsi, Mohamed Ali, 2010. "Choix de portefeuille: comparaison des différentes stratégies [Portfolio selection: comparison of different strategies]," MPRA Paper 82946, University Library of Munich, Germany, revised 01 Dec 2010.
    13. Alves, Paulo & Carvalho, Luís, 2020. "Recent evidence on international stock market’s overreaction," The Journal of Economic Asymmetries, Elsevier, vol. 22(C).
    14. Lucena, Pierre & Figueiredo, Antonio Carlos & Lachtermacher, Gerson, 2008. "Critérios de formação de carteiras de ativos através de hierarchical clusters [Criteria of portfolio formation of stocks through hierarchical clusters]," MPRA Paper 38105, University Library of Munich, Germany.
    15. Huai-Long Shi & Zhi-Qiang Jiang & Wei-Xing Zhou, 2015. "Profitability of Contrarian Strategies in the Chinese Stock Market," PLOS ONE, Public Library of Science, vol. 10(9), pages 1-22, September.
    16. Goddard, John & Onali, Enrico, 2012. "Self-affinity in financial asset returns," International Review of Financial Analysis, Elsevier, vol. 24(C), pages 1-11.
    17. Lucena, Pierre & Figueiredo, Antonio Carlos, 2008. "Anomalias no Mercado no Mercado de Ações Brasileiro: uma Modificação do Modelo de Fama de Fama e French [Anomalies on the Brazilian Stock Market: a Modification of the Fama and French Model]," MPRA Paper 38127, University Library of Munich, Germany.
    18. Amit Goyal, 2012. "Empirical cross-sectional asset pricing: a survey," Financial Markets and Portfolio Management, Springer;Swiss Society for Financial Market Research, vol. 26(1), pages 3-38, March.
    19. Shi, Huai-Long & Zhou, Wei-Xing, 2021. "Horse race of weekly idiosyncratic momentum strategies with respect to various risk metrics: Evidence from the Chinese stock market," The North American Journal of Economics and Finance, Elsevier, vol. 58(C).
    20. Shi, Huai-Long & Zhou, Wei-Xing, 2017. "Time series momentum and contrarian effects in the Chinese stock market," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 483(C), pages 309-318.

    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:ers:ijfirm:v:2:y:2012:i:1:p:1. 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: Marios Agiomavritis (email available below). General contact details of provider: https://journalfirm.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.