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The Day-of-the-Week Anomaly in Market Returns, Volume and Volatility in SAARC Countries

Author

Listed:
  • Sumra Abbas

    (Pakistan Institute of Development Economics, Islamabad)

  • Attiya Yasmin Javid

    (Pakistan Institute of Development Economics, Islamabad)

Abstract

This study investigates extent of market efficiency and presence of day of week effect in stock market indices and volume and volatility in four major SAARC countries, namely Pakistan, Bangladesh, India and Sri Lanka for the period 1999 to 2014. The day of week anomaly is detected by using day of week dummies in return and volume model with ARMA specification estimated by Ordinary Least Square. The day of week effect in volatility is captured by GARCH model with days of week dummies in conditional mean and variance equations. The GARCH-M model is applied to see that investor is getting reward for facing volatility risk. The asymmetry in volatility is estimated by TGARCH-M and EGARCH-M. The evidence shows the presence of day-of-theweek effects in returns and volume in Pakistan, India, Bangladesh and Sri Lanka. The results also indicate that asymmetric volatility behaviour is present in all of four markets. However, day of week effects and asymmetric effects detected in these markets may be possibly to due to over-reaction and underreaction of investors on particular day of week.

Suggested Citation

  • Sumra Abbas & Attiya Yasmin Javid, 2015. "The Day-of-the-Week Anomaly in Market Returns, Volume and Volatility in SAARC Countries," PIDE-Working Papers 2015:129, Pakistan Institute of Development Economics.
  • Handle: RePEc:pid:wpaper:2015:129
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    References listed on IDEAS

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    1. Keim, Donald B & Stambaugh, Robert F, 1984. "A Further Investigation of the Weekend Effect in Stock Returns," Journal of Finance, American Finance Association, vol. 39(3), pages 819-835, July.
    2. Josef Lakonishok, Seymour Smidt, 1988. "Are Seasonal Anomalies Real? A Ninety-Year Perspective," The Review of Financial Studies, Society for Financial Studies, vol. 1(4), pages 403-425.
    3. Taufiq Choudhry, 2000. "Day of the week effect in emerging Asian stock markets: evidence from the GARCH model," Applied Financial Economics, Taylor & Francis Journals, vol. 10(3), pages 235-242.
    4. Syed Basher & Perry Sadorsky, 2006. "Day-of-the-week effects in emerging stock markets," Applied Economics Letters, Taylor & Francis Journals, vol. 13(10), pages 621-628.
    5. Chia, Ricky Chee-Jiun & Liew, Venus Khim-Sen & Syed Khalid Wafa, Syed Azizi Wafa, 2006. "Calendar anomalies in the Malaysian stock market," MPRA Paper 516, University Library of Munich, Germany.
    6. Ravindra Kamath & Rinjai Chakornpipat & Arjun Chatrath, 1998. "Return distributions and the day-of-the-week effects in the stock exchange of Thailand," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 22(2), pages 97-107, 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. 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.
    9. 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.
    10. French, Kenneth R., 1980. "Stock returns and the weekend effect," Journal of Financial Economics, Elsevier, vol. 8(1), pages 55-69, March.
    11. Connolly, Robert A., 1989. "An Examination of the Robustness of the Weekend Effect," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 24(2), pages 133-169, June.
    12. 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.
    13. 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.
    14. Hakan Berument & Halil Kiymaz, 2001. "The day of the week effect on stock market volatility," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 25(2), pages 181-193, June.
    15. Kaushik Bhattacharya & Nityananda Sarkar & Debabrata Mukhopadhyay, 2003. "Stability of the day of the week effect in return and in volatility at the Indian capital market: a GARCH approach with proper mean specification," Applied Financial Economics, Taylor & Francis Journals, vol. 13(8), pages 553-563.
    16. Bollerslev, Tim, 1986. "Generalized autoregressive conditional heteroskedasticity," Journal of Econometrics, Elsevier, vol. 31(3), pages 307-327, April.
    17. 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.
    18. Riza Demirer & M. Baha Karan, 2002. "An Investigation of the Day-of-the-Week Effect on Stock Returns in Turkey," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 38(6), pages 47-77, December.
    19. Yeliz Yalcin & Eray M. Yycel, 2006. "The Day-of-the-Week Effect on Stock-Market Volatility and Return: Evidence from Emerging Markets (in English)," Czech Journal of Economics and Finance (Finance a uver), Charles University Prague, Faculty of Social Sciences, vol. 56(5-6), pages 258-277, May.
    20. Kiymaz, Halil & Berument, Hakan, 2003. "The day of the week effect on stock market volatility and volume: International evidence," Review of Financial Economics, Elsevier, vol. 12(4), pages 363-380.
    21. 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.
    22. Nishat, Muhammad & Mustafa, Khalid, 2002. "Anomalies in Karachi Stock Market: Day of the Week Effect," Bangladesh Development Studies, Bangladesh Institute of Development Studies (BIDS), vol. 28(3), pages 55-64, September.
    23. Chang, Eric C. & Pinegar, J. Michael & Ravichandran, R., 1993. "International Evidence on the Robustness of the Day-of-the-Week Effect," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 28(4), pages 497-513, December.
    24. Husain, Fazal, 2000. "The Day of the Week Effect in the Pakistani Equity Market: An Investigation," MPRA Paper 5268, University Library of Munich, Germany.
    25. Engle, Robert F, 1982. "Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflation," Econometrica, Econometric Society, vol. 50(4), pages 987-1007, July.
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    More about this item

    Keywords

    Day-of-the-Week Effect; Market Efficiency; Investor Overreaction; Stock Returns; Volume; Asymmetric Volatility; GARCH-M Model;
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