IDEAS home Printed from https://ideas.repec.org/p/erg/wpaper/2026.html
   My bibliography  Save this paper

Mean-Reversion Across MENA Stock Markets: Implications for Portfolio Allocations

Author

Listed:
  • Sam Hakim

    (Pepperdine University)

  • Simon Neaime

Abstract

Are stock market returns mean-reverting in the region? Mean reversion in a stock market suggests that bad returns are likely to be followed by periods of good returns. By contrast, in a random walk setting, the future is a flip of a coin, regardless of the return outcomes in earlier periods. An important implication to our findings is that because MENA stock returns exhibit mean reversion, the volatility of returns would be lower than that implied by a random walk model. Using recent stock market data between 1995 and 2000 on Egypt, Jordan, Morocco, and Turkey we find evidence of mean reversion and introduce a non-parametric model to estimate the reverting mean and speed of reversion. Monte Carlo simulations demonstrate how the volatility of stock returns is dampened by a high speed of reversion. Our results have an important bearing on the pricing of equity derivatives in MENA and are useful for investors employing tactical asset allocation strategies.

Suggested Citation

  • Sam Hakim & Simon Neaime, 2000. "Mean-Reversion Across MENA Stock Markets: Implications for Portfolio Allocations," Working Papers 2026, Economic Research Forum, revised 09 2000.
  • Handle: RePEc:erg:wpaper:2026
    as

    Download full text from publisher

    File URL: http://erf.org.eg/wp-content/uploads/2017/05/Microsoft-Word-2026-Hakim-web.pdf
    Download Restriction: no

    File URL: http://bit.ly/2r3LZWW
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Ronald Balvers & Yangru Wu & Erik Gilliland, 2000. "Mean Reversion across National Stock Markets and Parametric Contrarian Investment Strategies," Journal of Finance, American Finance Association, vol. 55(2), pages 745-772, April.
    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. Neaime, Simon, 2015. "Are emerging MENA stock markets mean reverting? A Monte Carlo simulation," Finance Research Letters, Elsevier, vol. 13(C), pages 74-80.
    2. Thomas LAGOARDE-SEGOT & Brian M. LUCEY, 2001. "Long run Equity Market Linkages in the Middle East and North Africa: in Search for Diversification Benefits," Middle East and North Africa 330400040, EcoMod.
    3. Marco GALLEGATI, 2001. "A Wavelet Analysis of MENA stock markets," Middle East and North Africa 330400031, EcoMod.

    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. Baoqiang Zhan & Shu Zhang & Helen S. Du & Xiaoguang Yang, 2022. "Exploring Statistical Arbitrage Opportunities Using Machine Learning Strategy," Computational Economics, Springer;Society for Computational Economics, vol. 60(3), pages 861-882, October.
    2. Nam, Kiseok & Pyun, Chong Soo & Kim, Sei-Wan, 2003. "Is asymmetric mean-reverting pattern in stock returns systematic? Evidence from Pacific-basin markets in the short-horizon," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 13(5), pages 481-502, December.
    3. repec:wvu:wpaper:09-14 is not listed on IDEAS
    4. Harissis H. & Mesomeris S. & Staikouras S., 2001. "Long-Term Trends and Short-Run Dynamics in International Stock Markets," European Research Studies Journal, European Research Studies Journal, vol. 0(3-4), pages 103-120, July - De.
    5. Kobana Abukari & Isaac Otchere, 2020. "Dominance of hybrid contratum strategies over momentum and contrarian strategies: half a century of evidence," Financial Markets and Portfolio Management, Springer;Swiss Society for Financial Market Research, vol. 34(4), pages 471-505, December.
    6. Shu-Ling Chen & Hyeongwoo Kim, 2011. "Nonlinear Mean Reversion across National Stock Markets: Evidence from Emerging Asian Markets," International Economic Journal, Taylor & Francis Journals, vol. 25(2), pages 239-250.
    7. Chancharat,Surachai & Valadkhani, Abbas, 2007. "Testing for the Random Walk Hypothesis and Structural Breaks in International Stock Prices," Economics Working Papers wp07-15, School of Economics, University of Wollongong, NSW, Australia.
    8. Emmanouil Mavrakis & Christos Alexakis, 2018. "Statistical Arbitrage Strategies under Different Market Conditions: The Case of the Greek Banking Sector," Journal of Emerging Market Finance, Institute for Financial Management and Research, vol. 17(2), pages 159-185, August.
    9. Paresh Narayan & Arti Prasad, 2007. "Mean Reversion in Stock Prices: New Evidence from Panel Unit Root Tests for Seventeen European Countries," Economics Bulletin, AccessEcon, vol. 3(34), pages 1-6.
    10. Adam Zaremba & Jacob Koby Shemer, 2018. "Price-Based Investment Strategies," Springer Books, Springer, number 978-3-319-91530-2, December.
    11. Seung-Hyun Moon & Yong-Hyuk Kim & Byung-Ro Moon, 2019. "Empirical investigation of state-of-the-art mean reversion strategies for equity markets," Papers 1909.04327, arXiv.org.
    12. Zaremba, Adam & Bianchi, Robert J. & Mikutowski, Mateusz, 2021. "Long-run reversal in commodity returns: Insights from seven centuries of evidence," Journal of Banking & Finance, Elsevier, vol. 133(C).
    13. Yuval Arbel & Danny Ben-Shahar & Eyal Sulganik, 2009. "Mean Reversion and Momentum: Another Look at the Price-Volume Correlation in the Real Estate Market," The Journal of Real Estate Finance and Economics, Springer, vol. 39(3), pages 316-335, October.
    14. repec:idb:brikps:365 is not listed on IDEAS
    15. Hyeongwoo Kim & Liliana Stern & Michael Stern, 2009. "Nonlinear mean reversion in the G7 stock markets," Applied Financial Economics, Taylor & Francis Journals, vol. 19(5), pages 347-355.
    16. Geetesh Bhardwaj & Gary B. Gorton & K. Geert Rouwenhorst, 2008. "Fooling Some of the People All of the Time: The Inefficient Performance and Persistence of Commodity Trading Advisors," NBER Working Papers 14424, National Bureau of Economic Research, Inc.
    17. Maasoumi, Esfandiar & Racine, Jeff, 2002. "Entropy and predictability of stock market returns," Journal of Econometrics, Elsevier, vol. 107(1-2), pages 291-312, March.
    18. Giulio Bottazzi & Pietro Dindo & Daniele Giachini, 2019. "Momentum and reversal in financial markets with persistent heterogeneity," Annals of Finance, Springer, vol. 15(4), pages 455-487, December.
    19. Stephanie E. Curcuru & Charles P. Thomas & Francis E. Warnock & Jon Wongswan, 2011. "U.S. international equity investment and past prospective returns," International Finance Discussion Papers 1016, Board of Governors of the Federal Reserve System (U.S.).
    20. Akarim, Yasemin Deniz & Sevim, Serafettin, 2013. "The impact of mean reversion model on portfolio investment strategies: Empirical evidence from emerging markets," Economic Modelling, Elsevier, vol. 31(C), pages 453-459.
    21. García-Huitrón, Manuel & Impavido, Gregorio & Lasagabaster, Esperanza, 2010. "New Policies for Mandatory Defined Contribution Pensions: Industrial Organization Models and Investment Products," IDB Publications (Books), Inter-American Development Bank, number 365, November.
    22. Alves, Paulo & Carvalho, Luís, 2020. "Recent evidence on international stock market’s overreaction," The Journal of Economic Asymmetries, Elsevier, vol. 22(C).

    More about this item

    Statistics

    Access and download statistics

    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:erg:wpaper:2026. 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: Sherine Ghoneim (email available below). General contact details of provider: https://edirc.repec.org/data/erfaceg.html .

    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.