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Predicting Intra-Day and Day of the Week Anomalies in Turkish Stock Market

Author

Listed:
  • Kemal Eyuboglu
  • Sinem Eyuboglu
  • Rahmi Yamak

Abstract

According to Efficient Market Hypothesis, investors cannot gain abnormal returns. But various anomalies such as day or intra-day effect which are frequently observed at the stock markets provide some abnormal returns to investors. In the literature, many studies have found various anomalies for different national and international stock markets. But most of the applied studies used aggregate data in their econometric analysis. The question is whether the same anomalies exist in sub-indexes such as communication, technology, sports and services, etc. The purpose of this study is to investigate whether there are the same anomalies such as intra-day effect and day of the week effect for an aggregated index and 23 sub-indexes of Borsa Istanbul. The data which used in this study is daily and covers the period of 2005-2015 for Turkey. Findings show that there is evidence for intra-day effect in all 24 indexes and day of the week effect in 2 sub-indexes.

Suggested Citation

  • Kemal Eyuboglu & Sinem Eyuboglu & Rahmi Yamak, 2016. "Predicting Intra-Day and Day of the Week Anomalies in Turkish Stock Market," Romanian Economic Journal, Department of International Business and Economics from the Academy of Economic Studies Bucharest, vol. 18(59), pages 73-94, March.
    • Handle: RePEc:rej:journl:v:18:y:2016:i:59:p:73-94
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    1. H. McInish, Thomas & Wood, Robert A., 1990. "A transactions data analysis of the variability of common stock returns during 1980-1984," Journal of Banking & Finance, Elsevier, vol. 14(1), pages 99-112, March.
    2. Venus Khim-Sen Liew & Ricky Chee-Jiun Chia & Syed Azizi Wafa Syed Khalid Wafa, 2008. "Day-of-the-week effects in Selected East Asian stock markets," Economics Bulletin, AccessEcon, vol. 7(5), pages 1-8.
    3. Wood, Robert A & McInish, Thomas H & Ord, J Keith, 1985. "An Investigation of Transactions Data for NYSE Stocks," Journal of Finance, American Finance Association, vol. 40(3), pages 723-739, July.
    4. Pawel STRAWINSKI & Robert SLEPACZUK, 2008. "Analysis Of High Frequency Data On The Warsaw Stock Exchange In The Context Of Efficient Market Hypothesis," Journal of Applied Economic Sciences, Spiru Haret University, Faculty of Financial Management and Accounting Craiova, vol. 3(3(5)_Fall), pages 306-319.
    5. Abdioglu, Zehra & Degirmenci, Nurdan, 2013. "Seasonal Anomalies in Istanbul Stock Exchange," Business and Economics Research Journal, Uludag University, Faculty of Economics and Administrative Sciences, vol. 4(3), pages 1-55, July.
    6. Lockwood, Larry J & Linn, Scott C, 1990. "An Examination of Stock Market Return Volatility during Overnight and Intraday Periods, 1964-1989," Journal of Finance, American Finance Association, vol. 45(2), pages 591-601, June.
    7. Gary Tian & Mingyuan Guo, 2007. "Interday and intraday volatility: Additional evidence from the Shanghai Stock Exchange," Review of Quantitative Finance and Accounting, Springer, vol. 28(3), pages 287-306, April.
    8. 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.
    9. Zainudin Arsad & J. Andrew Coutts, 1997. "Security price anomalies in the London International Stock Exchange: a 60 year perspective," Applied Financial Economics, Taylor & Francis Journals, vol. 7(5), pages 455-464.
    10. N. A. Niarchos & C. A. Alexakis, 2003. "Intraday stock price patterns in the Greek stock exchange," Applied Financial Economics, Taylor & Francis Journals, vol. 13(1), pages 13-22.
    11. Harris, Lawrence, 1986. "A transaction data study of weekly and intradaily patterns in stock returns," Journal of Financial Economics, Elsevier, vol. 16(1), pages 99-117, May.
    12. Jain, Prem C. & Joh, Gun-Ho, 1988. "The Dependence between Hourly Prices and Trading Volume," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 23(3), pages 269-283, September.
    13. Cheung, Yan-Leung & Ho, Richard Yan-Ki & Pope, Peter & Draper, Paul, 1994. "Intraday stock return volatility: The Hong Kong evidence," Pacific-Basin Finance Journal, Elsevier, vol. 2(2-3), pages 261-276, May.
    14. Jaffe, Jeffrey & Westerfield, Randolph, 1985. "Patterns in Japanese Common Stock Returns: Day of the Week and Turn of the Year Effects," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 20(2), pages 261-272, June.
    15. Badrinath, S G & Chatterjee, Sangit, 1991. "A Data-Analytic Look at Skewness and Elongation in Common-Stock-Return Distributions," Journal of Business & Economic Statistics, American Statistical Association, vol. 9(2), pages 223-233, April.
    16. French, Kenneth R., 1980. "Stock returns and the weekend effect," Journal of Financial Economics, Elsevier, vol. 8(1), pages 55-69, March.
    17. 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.
    18. Oleg Deev & Dagmar Linnertová, 2012. "Intraday and intraweek trade anomalies on the Czech stock market," Acta Universitatis Agriculturae et Silviculturae Mendelianae Brunensis, Mendel University Press, vol. 60(4), pages 79-88.
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    More about this item

    Keywords

    Intra-day effect; day of the week effect; Borsa Istanbul; capital markets;
    All these keywords.

    JEL classification:

    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading

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