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Explaining the time series of stock returns

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  • Asmâa ALAOUI TAIB
  • Safae BENFEDDOUL

Abstract

Objective: In this paper, we test and compare the explanatory power of the two asset pricing models: the conventional CAPM and the empirical Fama and French three-factor model (1993) in the Moroccan stock market. Method: According to the Fama and French (1993) methodology, we analyze monthly data covering the sample period from July 2012 to June 2020. Results: The main findings support the superiority of the Fama and French three-factor model. The mimic risk factors pertained to the size and the book-to-market ratio have a significant role in explaining the Moroccan returns. Moreover, results show the existence of weak value effect but significant size effect. Despite the preeminence of the Fama and French model in describing the time-series of sock returns, the model leaves an unexplained fraction of the variation of Moroccan stock returns. Originality/Relevance: Our study is the first to compare the two popular models in the financial literature in the Moroccan stock which is an emerging market. Thus, our study corroborates others studies conducted in emerging markets and confirms the hypothesis that the characteristics of those markets impact the explanatory power of asset pricing models.

Suggested Citation

  • Asmâa ALAOUI TAIB & Safae BENFEDDOUL, 2023. "Explaining the time series of stock returns," Journal of Academic Finance, RED research unit, university of Gabes, Tunisia, vol. 14(2), pages 2-16, December.
    • Handle: RePEc:jaf:journl:v:14:y:2023:i:2:n:518
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    1. Annette Nguyen & Robert Faff & Philip Gharghori, 2009. "Are the Fama–French factors proxying news related to GDP growth? The Australian evidence," Review of Quantitative Finance and Accounting, Springer, vol. 33(2), pages 141-158, August.
    2. Leite, André Luis & Klotzle, Marcelo Cabus & Pinto, Antonio Carlos Figueiredo & da Silva, Aldo Ferreira, 2018. "Size, value, profitability, and investment: Evidence from emerging markets," Emerging Markets Review, Elsevier, vol. 36(C), pages 45-59.
    3. Michael E. Drew & Tony Naughton & Madhu Veeraraghavan, 2003. "Asset Pricing in China: Evidence from the Shanghai Stock Exchange," School of Economics and Finance Discussion Papers and Working Papers Series 128, School of Economics and Finance, Queensland University of Technology.
    4. Chai, Daniel & Chiah, Mardy & Gharghori, Philip, 2019. "Which model best explains the returns of large Australian stocks?," Pacific-Basin Finance Journal, Elsevier, vol. 55(C), pages 182-191.
    5. Sunil Kumar Bundoo, 2008. "An augmented Fama and French three-factor model: new evidence from an emerging stock market," Applied Economics Letters, Taylor & Francis Journals, vol. 15(15), pages 1213-1218.
    6. Eraslan, Veysel, 2013. "Fama and French Three-Factor Model: Evidence from Istanbul Stock Exchange," Business and Economics Research Journal, Uludag University, Faculty of Economics and Administrative Sciences, vol. 4(2), pages 1-11, April.
    7. Shum, Wai Cheong & Tang, Gordon Y.N., 2005. "Common risk factors in returns in Asian emerging stock markets," International Business Review, Elsevier, vol. 14(6), pages 695-717, December.
    8. Fama, Eugene F. & French, Kenneth R., 2012. "Size, value, and momentum in international stock returns," Journal of Financial Economics, Elsevier, vol. 105(3), pages 457-472.
    9. John M. Griffin, 2002. "Are the Fama and French Factors Global or Country Specific?," The Review of Financial Studies, Society for Financial Studies, vol. 15(3), pages 783-803.
    10. Adam Zaremba & Anna Czapkiewicz & Jan Jakub Szczygielski & Vitaly Kaganov, 2019. "An Application of Factor Pricing Models to the Polish Stock Market," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 55(9), pages 2039-2056, July.
    11. Fama, Eugene F. & French, Kenneth R., 2015. "A five-factor asset pricing model," Journal of Financial Economics, Elsevier, vol. 116(1), pages 1-22.
    12. Fama, Eugene F & French, Kenneth R, 1992. "The Cross-Section of Expected Stock Returns," Journal of Finance, American Finance Association, vol. 47(2), pages 427-465, June.
    13. William F. Sharpe, 1963. "A Simplified Model for Portfolio Analysis," Management Science, INFORMS, vol. 9(2), pages 277-293, January.
    14. Zaremba Adam & Konieczka Przemysław, 2017. "Size, Value, and Momentum in Polish Equity Returns: Local or International Factors?," International Journal of Management and Economics, Warsaw School of Economics, Collegium of World Economy, vol. 53(3), pages 26-47, September.
    15. Dolinar, Denis, 2013. "Test Of The Fama-French Three-Factor Model In Croatia," UTMS Journal of Economics, University of Tourism and Management, Skopje, Macedonia, vol. 4(2), pages 101-112.
    16. Fama, Eugene F. & French, Kenneth R., 1993. "Common risk factors in the returns on stocks and bonds," Journal of Financial Economics, Elsevier, vol. 33(1), pages 3-56, February.
    17. 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.
    18. Claessens, Stijn & Dasgupta, Susmita & Glen, Jack, 1995. "Return Behavior in Emerging Stock Markets," The World Bank Economic Review, World Bank, vol. 9(1), pages 131-151, January.
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    More about this item

    Keywords

    CAPM; Fama and French three-factor model (1993); Moroccan market; time series data; MEDAF; le modèle à trois facteurs de Fama et French (1993); marché marocain; séries chronologiques;
    All these keywords.

    JEL classification:

    • M1 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Business Administration
    • N8 - Economic History - - Micro-Business History
    • G3 - Financial Economics - - Corporate Finance and Governance

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