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Fast profits in a fasting month? A markov regime switching approach in search of ramadan effect on stock markets

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  • Hasbullah, Faruq
  • Masih, Mansur

Abstract

Ramadan is deemed to be the holiest month which is observed by 1.6 billion Muslims across the world. We investigate the stock returns during Ramadan for 5 biggest stock markets in Muslim majority countries (Saudi Arabia, Malaysia, Turkey, Indonesia and Kuwait) by taking weekly data over the period of 5 years. By applying the Markov Regime Switching technique we found out that there is not enough evidence to conclude that Ramadan effect plays a significant part in providing investors with higher return during the one-month period. However, we found out that all the stock exchanges move in the same direction during the Ramadan 2012 and Ramadan 2015 which perhaps may be attributed to the Eurozone Crisis and oil price drops. These show that external factors may play a far bigger role in determining the returns from the stock market than a seasonality effect.

Suggested Citation

  • Hasbullah, Faruq & Masih, Mansur, 2016. "Fast profits in a fasting month? A markov regime switching approach in search of ramadan effect on stock markets," MPRA Paper 72149, University Library of Munich, Germany.
    • Handle: RePEc:pra:mprapa:72149
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    References listed on IDEAS

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    1. Turner, Christopher M. & Startz, Richard & Nelson, Charles R., 1989. "A Markov model of heteroskedasticity, risk, and learning in the stock market," Journal of Financial Economics, Elsevier, vol. 25(1), pages 3-22, November.
    2. Al-Hajieh, Heitham & Redhead, Keith & Rodgers, Timothy, 2011. "Investor sentiment and calendar anomaly effects: A case study of the impact of Ramadan on Islamic Middle Eastern markets," Research in International Business and Finance, Elsevier, vol. 25(3), pages 345-356, September.
    3. David Hirshleifer & Tyler Shumway, 2003. "Good Day Sunshine: Stock Returns and the Weather," Journal of Finance, American Finance Association, vol. 58(3), pages 1009-1032, June.
    4. Jeffrey Jaffe & R. Westerfield, "undated". "The Week-End Effect in Common Stock Returns: The International Evidence," Rodney L. White Center for Financial Research Working Papers 3-85, Wharton School Rodney L. White Center for Financial Research.
    5. Jaffe, Jeffrey F & Westerfield, Randolph, 1985. "The Week-End Effect in Common Stock Returns: The International Evidence," Journal of Finance, American Finance Association, vol. 40(2), pages 433-454, June.
    6. Hamilton, James D, 1989. "A New Approach to the Economic Analysis of Nonstationary Time Series and the Business Cycle," Econometrica, Econometric Society, vol. 57(2), pages 357-384, March.
    7. Alex Edmans & Diego García & Øyvind Norli, 2007. "Sports Sentiment and Stock Returns," Journal of Finance, American Finance Association, vol. 62(4), pages 1967-1998, August.
    8. Jeffrey Jaffe & R. Westerfield, "undated". "The Week-End Effect in Common Stock Returns: The International Evidence," Rodney L. White Center for Financial Research Working Papers 03-85, Wharton School Rodney L. White Center for Financial Research.
    9. Fazal Husain, 1998. "A Seasonality in the Pakistani Equity Market: The Ramadhan Effect," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 37(1), pages 77-81.
    10. Seyyed, Fazal J. & Abraham, Abraham & Al-Hajji, Mohsen, 2005. "Seasonality in stock returns and volatility: The Ramadan effect," Research in International Business and Finance, Elsevier, vol. 19(3), pages 374-383, September.
    11. Solnik, Bruno & Bousquet, Laurence, 1990. "Day-of-the-week effect on the Paris Bourse," Journal of Banking & Finance, Elsevier, vol. 14(2-3), pages 461-468, August.
    12. Stilianos Fountas & Konstantinos Segredakis, 2002. "Emerging stock markets return seasonalities: the January effect and the tax-loss selling hypothesis," Applied Financial Economics, Taylor & Francis Journals, vol. 12(4), pages 291-299.
    13. Jędrzej Białkowski & Ahmad Etebari & Tomasz Piotr Wisniewski, 2010. "Piety and Profits: Stock Market Anomaly during the Muslim Holy Month," Working Papers in Economics 10/52, University of Canterbury, Department of Economics and Finance.
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    JEL classification:

    • C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes
    • C58 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Financial Econometrics
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates

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