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Calendar Effects and Seasonality on Returns and Volatility

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  • Giovanis, Eleftherios

Abstract

This study examines the calendar effects in 55 Stock market exchange indices around the globe. The effects which are examined are the turn-of-the-Month effect, day-of-the-Week effect, Month-of the-Year effect and semi-Month effect. The methodology followed is the test hypothesis with bootstrap simulated t-statistics. A seasonality test is to investigate if there is more certain seasonality on expected returns or in volatility. The conclusion is that we reject all calendar effects in a global level, except from the turn-of-the-Month effect, which is presented in 36 stock indices. Moreover there is higher seasonality in volatility rather on expected returns, concerning the day of the week and the month of the year effects.

Suggested Citation

  • Giovanis, Eleftherios, 2009. "Calendar Effects and Seasonality on Returns and Volatility," MPRA Paper 64404, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:64404
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    References listed on IDEAS

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    1. Ercan Balaban & M. Bulu, 1996. "Is There a Semi-Monthly Effect in the Turkish Stock Market?," Discussion Papers 9606, Research and Monetary Policy Department, Central Bank of the Republic of Turkey.
    2. Bollerslev, Tim & Ghysels, Eric, 1996. "Periodic Autoregressive Conditional Heteroscedasticity," Journal of Business & Economic Statistics, American Statistical Association, vol. 14(2), pages 139-151, April.
    3. Jaffe, Jeffrey & Westerfield, Randolph, 1989. "Is there a monthly effect in stock market returns? : Evidence from foreign countries," Journal of Banking & Finance, Elsevier, vol. 13(2), pages 237-244, May.
    4. Holden, Ken & Thompson, John & Ruangrit, Yuphin, 2005. "The Asian crisis and calendar effects on stock returns in Thailand," European Journal of Operational Research, Elsevier, vol. 163(1), pages 242-252, May.
    5. 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.
    6. Paul Alagidede & Theodore Panagiotidis, 2009. "Calendar Anomalies in the Ghana Stock Exchange," Journal of Emerging Market Finance, Institute for Financial Management and Research, vol. 8(1), pages 1-23, April.
    7. Paul Alagidede & Theodore Panagiotidis, 2006. "Calendar Anomalies in an Emerging African Market: Evidence from the Ghana Stock Exchange," Discussion Paper Series 2006_13, Department of Economics, Loughborough University, revised Jun 2006.
    8. 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.
    9. Ziemba, William T., 1991. "Japanese security market regularities : Monthly, turn-of-the-month and year, holiday and golden week effects," Japan and the World Economy, Elsevier, vol. 3(2), pages 119-146, September.
    10. Ruth Seow Kuan Tan & Wong Nee Tat, 1998. "The diminishing calendar anomalies in the stock exchange of Singapore," Applied Financial Economics, Taylor & Francis Journals, vol. 8(2), pages 119-125.
    11. Cadsby, Charles Bram & Ratner, Mitchell, 1992. "Turn-of-month and pre-holiday effects on stock returns: Some international evidence," Journal of Banking & Finance, Elsevier, vol. 16(3), pages 497-509, June.
    12. Dimitar Tonchev & Tae-Hwan Kim, 2004. "Calendar effects in Eastern European financial markets: evidence from the Czech Republic, Slovakia and Slovenia," Applied Financial Economics, Taylor & Francis Journals, vol. 14(14), pages 1035-1043.
    13. Kunkel, Robert A. & Compton, William S. & Beyer, Scott, 2003. "The turn-of-the-month effect still lives: the international evidence," International Review of Financial Analysis, Elsevier, vol. 12(2), pages 207-221.
    14. Wessel Marquering & Johan Nisser & Toni Valla, 2006. "Disappearing anomalies: a dynamic analysis of the persistence of anomalies," Applied Financial Economics, Taylor & Francis Journals, vol. 16(4), pages 291-302.
    15. Terence Mills & J. Andrew Coutts, 1995. "Calendar effects in the London Stock Exchange FT-SE indices," The European Journal of Finance, Taylor & Francis Journals, vol. 1(1), pages 79-93.
    16. Choudhry, Taufiq, 2001. "Month of the Year Effect and January Effect in Pre-WWI Stock Returns: Evidence from a Non-linear GARCH Model," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 6(1), pages 1-11, January.
    17. Ariel, Robert A., 1987. "A monthly effect in stock returns," Journal of Financial Economics, Elsevier, vol. 18(1), pages 161-174, March.
    18. Paul Draper & Krishna Paudyal, 2002. "Explaining Monday Returns," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 25(4), pages 507-520, December.
    19. 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.
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    Cited by:

    1. Zaremba, Adam, 2019. "Price range and the cross-section of expected country and industry returns," International Review of Financial Analysis, Elsevier, vol. 64(C), pages 174-189.

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    More about this item

    Keywords

    Calendar Effects; Seasonality; Stock returns;
    All these keywords.

    JEL classification:

    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets

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