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Impact of market anomalies on stock exchange: a comparative study of KSE and PSX

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  • Sadia Anjum

    (Government College University)

Abstract

This paper serves the purpose of empirically investigating the impact of three market anomalies: day-of-the-week effect, weekend effect and monthly effect (January and July effects) on Pakistan stock market prior and after the establishment of PSX. The paper constructed multiple regression analysis employing dummy variables using least squares, ARCH and EGARCH-in-mean models. Breusch–Godfrey serial correlation LM test is used to check the serial correlation in the return series and Wald coefficient restriction test to evaluate joint significance of the dummy coefficients. However, Box–Jenkins (ARIMA) technique is used to evaluate the best fit of time series model to the past values of that time series. The results of the study reveal the highest Friday mean returns and lowest, but not negative Monday mean returns. Furthermore, the study indicates that December mean returns are high in Karachi Stock Exchange and March returns are high in the case of Pakistan Stock Exchange. This is the first study to evaluate the impact of three market anomalies prior and after the establishment of Pakistan Stock Exchange.

Suggested Citation

  • Sadia Anjum, 2020. "Impact of market anomalies on stock exchange: a comparative study of KSE and PSX," Future Business Journal, Springer, vol. 6(1), pages 1-11, December.
    • Handle: RePEc:spr:futbus:v:6:y:2020:i:1:d:10.1186_s43093-019-0006-4
    DOI: 10.1186/s43093-019-0006-4
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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. 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.
    3. Osamah M. Al‐Khazali, 2008. "The impact of thin trading on day‐of‐the‐week effect," Review of Accounting and Finance, Emerald Group Publishing Limited, vol. 7(3), pages 270-284, August.
    4. Richard A. Ajayi & Seyed Mehdian & Mark J. Perry, 2004. "The Day-of-the-Week Effect in Stock Returns : Further Evidence from Eastern European Emerging Markets," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 40(4), pages 53-62, July.
    5. Keef, Stephen P. & Khaled, Mohammed & Zhu, Hui, 2009. "The dynamics of the Monday effect in international stock indices," International Review of Financial Analysis, Elsevier, vol. 18(3), pages 125-133, June.
    6. Mustafa Gultekin & Bulent Gultekin, "undated". "Stock Market Seasonality: Internal Evidence," Rodney L. White Center for Financial Research Working Papers 17-83, Wharton School Rodney L. White Center for Financial Research.
    7. Kiyoshi Kato, 1990. "Weekly Patterns in Japanese Stock Returns," Management Science, INFORMS, vol. 36(9), pages 1031-1043, September.
    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. Rogalski, Richard J, 1984. "New Findings Regarding Day-of-the-Week Returns over Trading and Non-trading Periods: A Note," Journal of Finance, American Finance Association, vol. 39(5), pages 1603-1614, December.
    11. 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.
    12. Gultekin, Mustafa N. & Gultekin, N. Bulent, 1983. "Stock market seasonality : International Evidence," Journal of Financial Economics, Elsevier, vol. 12(4), pages 469-481, December.
    13. Cornell, Bradford, 1985. "The Weekly Pattern in Stock Returns: Cash versus Futures: A Note," Journal of Finance, American Finance Association, vol. 40(2), pages 583-588, June.
    14. Kolb, Robert W & Rodriguez, Ricardo J, 1987. "Friday the Thirteenth: 'Part VII'--A Note," Journal of Finance, American Finance Association, vol. 42(5), pages 1385-1387, December.
    15. 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.
    16. Ariel, Robert A, 1990. "High Stock Returns before Holidays: Existence and Evidence on Possible Causes," Journal of Finance, American Finance Association, vol. 45(5), pages 1611-1626, December.
    17. Branch, Ben, 1977. "A Tax Loss Trading Rule," The Journal of Business, University of Chicago Press, vol. 50(2), pages 198-207, April.
    18. 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.
    19. Reinhold Lamb & Richard Zuber & John Gandar, 2004. "Don't lose sleep on it: a re-examination of the daylight savings time anomaly," Applied Financial Economics, Taylor & Francis Journals, vol. 14(6), pages 443-446.
    20. Canova, Fabio & Hansen, Bruce E, 1995. "Are Seasonal Patterns Constant over Time? A Test for Seasonal Stability," Journal of Business & Economic Statistics, American Statistical Association, vol. 13(3), pages 237-252, July.
    21. Mahendra Raj & David Thurston, 1994. "January or April? Tests of the turn-of-the-year effect in the New Zealand stock market," Applied Economics Letters, Taylor & Francis Journals, vol. 1(5), pages 81-83.
    22. French, Kenneth R., 1980. "Stock returns and the weekend effect," Journal of Financial Economics, Elsevier, vol. 8(1), pages 55-69, March.
    23. Keim, Donald B., 1983. "Size-related anomalies and stock return seasonality : Further empirical evidence," Journal of Financial Economics, Elsevier, vol. 12(1), pages 13-32, June.
    24. Porter, David C. & Powell, Gary E. & Weaver, Daniel G., 1996. "Portfolio rebalancing, institutional ownership, and the small firm-January effect," Review of Financial Economics, Elsevier, vol. 5(1), pages 19-29.
    25. Robert W. Faff, 2002. "The Impact of Stock Index Futures Trading on Daily Returns Seasonality: A Multicountry Study," The Journal of Business, University of Chicago Press, vol. 75(1), pages 95-126, January.
    26. Al-Ississ, Mohamad, 2015. "The holy day effect," Journal of Behavioral and Experimental Finance, Elsevier, vol. 5(C), pages 60-80.
    27. 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.
    28. Brooks, Raymond M. & Kim, Hongshik, 1997. "The individual investor and the weekend effect: A reexamination with intraday data," The Quarterly Review of Economics and Finance, Elsevier, vol. 37(3), pages 725-737.
    29. 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.
    30. 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.
    31. James A. Ligon, 1997. "A Simultaneous Test Of Competing Theories Regarding The January Effect," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 20(1), pages 13-32, March.
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