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Day of the week effect on the Tunisian stock market return and volatility

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  • Abdelkader Derbali

    (Institut Supérieur de Gestion Sousse, Université de Sousse)

  • Slaheddine Hallara

    (Université de Sousse)

Abstract

In this paper, we examine empirically the day of the week effect on the Tunisian stock exchange index (TUNINDEX) return and volatility. We use three multivariate General Autoregressive Conditional Heteroscedasticity models (GARCH (1,1), EGARCH (1,1) and TGARCH (1,1)) to examine the presence of daily anomalies in the TUNINDEX returns and volatilities during the period from December 31, 1997 to April 07, 2014. The empirical results of GARCH (1,1), EGARCH (1,1) and TGARCH (1,1) model indicate the existence of a significance and positive effect for Thursdays and for the return at (t-1) on the return and volatility of TUNINDEX in a threshold of 1%. Additionally, we find the presence of a significance and negative effect for Tuesday in the TUNINDEX return and volatility. Also, we can show the persistence of volatility in the case of Tunisian stock market index.

Suggested Citation

  • Abdelkader Derbali & Slaheddine Hallara, 2016. "Day of the week effect on the Tunisian stock market return and volatility," Post-Print hal-01696003, HAL.
  • Handle: RePEc:hal:journl:hal-01696003
    DOI: 10.1080/23311975.2016.1147111
    Note: View the original document on HAL open archive server: https://hal.science/hal-01696003
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    1. Chris Brooks & Gita Persand, 2001. "Seasonality in Southeast Asian stock markets: some new evidence on day-of-the-week effects," Applied Economics Letters, Taylor & Francis Journals, vol. 8(3), pages 155-158.
    2. Nelson, Daniel B, 1991. "Conditional Heteroskedasticity in Asset Returns: A New Approach," Econometrica, Econometric Society, vol. 59(2), pages 347-370, March.
    3. Evangelos Drimbetas & Nikolaos Sariannidis & Nicos Porfiris, 2007. "The effect of derivatives trading on volatility of the underlying asset: evidence from the Greek stock market," Applied Financial Economics, Taylor & Francis Journals, vol. 17(2), pages 139-148.
    4. Dubois, M. & Louvet, P., 1996. "The day-of-the-week effect: The international evidence," Journal of Banking & Finance, Elsevier, vol. 20(9), pages 1463-1484, November.
    5. Ahmad Mohammad Obeid Gharaibeh & Abdullah Ali Tami Swailem Al Azmi, 2015. "Test of the Day of the Week Effect: The Case of Kuwait Stock Exchange," Asian Economic and Financial Review, Asian Economic and Social Society, vol. 5(5), pages 757-765.
    6. Hui, Tak-Kee, 2005. "Day-of-the-week effects in US and Asia-Pacific stock markets during the Asian financial crisis: a non-parametric approach," Omega, Elsevier, vol. 33(3), pages 277-282, June.
    7. Ercan Balaban, 1995. "Day of the week effects: new evidence from an emerging stock market," Applied Economics Letters, Taylor & Francis Journals, vol. 2(5), pages 139-143.
    8. Kiyoshi Kato, 1990. "Weekly Patterns in Japanese Stock Returns," Management Science, INFORMS, vol. 36(9), pages 1031-1043, September.
    9. Sunil Poshakwale & Victor Murinde, 2001. "Modelling the volatility in East European emerging stock markets: evidence on Hungary and Poland," Applied Financial Economics, Taylor & Francis Journals, vol. 11(4), pages 445-456.
    10. 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.
    11. 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.
    12. French, Kenneth R., 1980. "Stock returns and the weekend effect," Journal of Financial Economics, Elsevier, vol. 8(1), pages 55-69, March.
    13. Padhi Puja, 2010. "Days-of-the-Week-Effect and Stock Return Volatility: Theory and Empirical Evidence," Advances In Management, Advances in Management, vol. 3(4), April.
    14. Glosten, Lawrence R & Jagannathan, Ravi & Runkle, David E, 1993. "On the Relation between the Expected Value and the Volatility of the Nominal Excess Return on Stocks," Journal of Finance, American Finance Association, vol. 48(5), pages 1779-1801, December.
    15. Faryad Hussain & Kashif Hamid & Rana Shahid Imdad Akash & Majid Imdad Khan, 2011. "Day of the Week Effect and Stock Returns: (Evidence from Karachi Stock Exchange-Pakistan)," Far East Journal of Psychology and Business, Far East Research Centre, vol. 3(3), pages 25-31, April.
    16. Engle, Robert F & Ng, Victor K, 1993. "Measuring and Testing the Impact of News on Volatility," Journal of Finance, American Finance Association, vol. 48(5), pages 1749-1778, December.
    17. Agrawal, Anup & Tandon, Kishore, 1994. "Anomalies or illusions? Evidence from stock markets in eighteen countries," Journal of International Money and Finance, Elsevier, vol. 13(1), pages 83-106, February.
    18. Bollerslev, Tim, 1986. "Generalized autoregressive conditional heteroskedasticity," Journal of Econometrics, Elsevier, vol. 31(3), pages 307-327, April.
    19. Jinghan Cai & Yuming Li & Yuehua Qi, 2006. "The Day-of-the-Week Effect: New Evidence from the Chinese Stock Market," Chinese Economy, Taylor & Francis Journals, vol. 39(2), pages 71-88, April.
    20. 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.
    21. M. Berument & Nukhet Dogan, 2012. "Stock market return and volatility: day-of-the-week effect," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 36(2), pages 282-302, April.
    22. Gibbons, Michael R & Hess, Patrick, 1981. "Day of the Week Effects and Asset Returns," The Journal of Business, University of Chicago Press, vol. 54(4), pages 579-596, October.
    23. Aggarwal, Reena & Rivoli, Pietra, 1989. "Seasonal and Day-of-the-Week Effects in Four Emerging Stock Markets," The Financial Review, Eastern Finance Association, vol. 24(4), pages 541-550, November.
    24. Black, Fischer, 1976. "The pricing of commodity contracts," Journal of Financial Economics, Elsevier, vol. 3(1-2), pages 167-179.
    25. Gonzalez-Perez, Maria T. & Guerrero, David E., 2013. "Day-of-the-week effect on the VIX. A parsimonious representation," The North American Journal of Economics and Finance, Elsevier, vol. 25(C), pages 243-260.
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