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Revisiting calendar anomalies: Three decades of multicurrency evidence

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  • Kumar, Satish

Abstract

We examine the day-of-the-week, the January, and the turn-of-month effects in developed, advanced and emerging currencies from 1985 to 2014. The returns on Monday, Tuesday and Wednesday are found to be positive and significantly different from zero. The returns on Thursday and Friday are negative and significantly smaller than the returns during first three days of the week. January returns are higher than the returns during the rest of the year. TOM returns are negative and significantly lower than that of non-TOM returns. The calendar anomalies are found to be stronger for emerging currencies compared to advanced and developed currencies. The subsample analysis shows that the calendar anomalies are stronger during the initial subsample and gradually diminish by the last subsample. We also show that for each calendar anomaly, our implied trading strategy can outperform the buy-and-hold strategy in the initial subsamples not so in the last subsamples. Overall, our results indicate that the calendar anomalies have disappeared in the recent times and the markets have become efficient.

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  • Kumar, Satish, 2016. "Revisiting calendar anomalies: Three decades of multicurrency evidence," Journal of Economics and Business, Elsevier, vol. 86(C), pages 16-32.
  • Handle: RePEc:eee:jebusi:v:86:y:2016:i:c:p:16-32
    DOI: 10.1016/j.jeconbus.2016.04.001
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    1. Cho, Young-Hyun & Linton, Oliver & Whang, Yoon-Jae, 2007. "Are there Monday effects in stock returns: A stochastic dominance approach," Journal of Empirical Finance, Elsevier, vol. 14(5), pages 736-755, December.
    2. Moller, Nicholas & Zilca, Shlomo, 2008. "The evolution of the January effect," Journal of Banking & Finance, Elsevier, vol. 32(3), pages 447-457, March.
    3. 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.
    4. Betty Agnani & Henry Aray, 2011. "The January effect across volatility regimes," Quantitative Finance, Taylor & Francis Journals, vol. 11(6), pages 947-953.
    5. Lean, Hooi Hooi & Smyth, Russell & Wong, Wing-Keung, 2007. "Revisiting calendar anomalies in Asian stock markets using a stochastic dominance approach," Journal of Multinational Financial Management, Elsevier, vol. 17(2), pages 125-141, April.
    6. Floros, Christos & Salvador, Enrique, 2014. "Calendar anomalies in cash and stock index futures: International evidence," Economic Modelling, Elsevier, vol. 37(C), pages 216-223.
    7. Ray Sturm, 2009. "The 'other' January effect and the presidential election cycle," Applied Financial Economics, Taylor & Francis Journals, vol. 19(17), pages 1355-1363.
    8. Cooper, Michael J. & McConnell, John J. & Ovtchinnikov, Alexei V., 2006. "The other January effect," Journal of Financial Economics, Elsevier, vol. 82(2), pages 315-341, November.
    9. McFarland, James W & Pettit, R Richardson & Sung, Sam K, 1982. "The Distribution of Foreign Exchange Price Changes: Trading Day Effects and Risk Measurement," Journal of Finance, American Finance Association, vol. 37(3), pages 693-715, June.
    10. Rozeff, Michael S. & Kinney, William Jr., 1976. "Capital market seasonality: The case of stock returns," Journal of Financial Economics, Elsevier, vol. 3(4), pages 379-402, October.
    11. Maurice D. Levi, 1978. "The Weekend Game: Clearing House vs Federal Funds," Canadian Journal of Economics, Canadian Economics Association, vol. 11(4), pages 750-757, November.
    12. Lynch, Andrew & Puckett, Andy & Yan, Xuemin (Sterling), 2014. "Institutions and the turn-of-the-year effect: Evidence from actual institutional trades," Journal of Banking & Finance, Elsevier, vol. 49(C), pages 56-68.
    13. Yamori, Nobuyoshi & Kurihara, Yutaka, 2004. "The day-of-the-week effect in foreign exchange markets: multi-currency evidence," Research in International Business and Finance, Elsevier, vol. 18(1), pages 51-57, April.
    14. Ke, Mei-Chu & Chiang, Yi-Chein & Liao, Tung Liang, 2007. "Day-of-the-week effect in the Taiwan foreign exchange market," Journal of Banking & Finance, Elsevier, vol. 31(9), pages 2847-2865, September.
    15. 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.
    16. Stephen Keef & Melvin Roush, 2005. "Day-of-the-week effects in the pre-holiday returns of the Standard & Poor's 500 stock index," Applied Financial Economics, Taylor & Francis Journals, vol. 15(2), pages 107-119.
    17. Cornett, Marcia Millon & Schwarz, Thomas V. & Szakmary, Andrew C., 1995. "Seasonalities and intraday return patterns in the foreign currency futures market," Journal of Banking & Finance, Elsevier, vol. 19(5), pages 843-869, August.
    18. Urquhart, Andrew & McGroarty, Frank, 2014. "Calendar effects, market conditions and the Adaptive Market Hypothesis: Evidence from long-run U.S. data," International Review of Financial Analysis, Elsevier, vol. 35(C), pages 154-166.
    19. Lakonishok, Josef & Levi, Maurice, 1982. "Weekend Effects on Stock Returns: A Note," Journal of Finance, American Finance Association, vol. 37(3), pages 883-889, June.
    20. Berument, Hakan & Coskun, M. Nejat & Sahin, Afsin, 2007. "Day of the week effect on foreign exchange market volatility: Evidence from Turkey," Research in International Business and Finance, Elsevier, vol. 21(1), pages 87-97, January.
    21. Loring, Grace & Lucey, Brian, 2013. "An analysis of forward exchange rate biasedness across developed and developing country currencies: Do observed patterns persist out of sample?," Emerging Markets Review, Elsevier, vol. 17(C), pages 14-28.
    22. Lee, Bong-Soo & Rui, Oliver M., 2002. "The dynamic relationship between stock returns and trading volume: Domestic and cross-country evidence," Journal of Banking & Finance, Elsevier, vol. 26(1), pages 51-78, January.
    23. So, Jacky C, 1987. "The Distribution of Foreign Exchange Price Changes: Trading Day Effects and Risk Measurement--A Comment," Journal of Finance, American Finance Association, vol. 42(1), pages 181-188, March.
    24. Alt, Raimund & Fortin, Ines & Weinberger, Simon, 2011. "The Monday effect revisited: An alternative testing approach," Journal of Empirical Finance, Elsevier, vol. 18(3), pages 447-460, June.
    25. Satish Kumar, 2015. "Turn-of-month effect in the Indian currency market," International Journal of Managerial Finance, Emerald Group Publishing Limited, vol. 11(2), pages 232-243, April.
    26. Robert Engle, 2001. "GARCH 101: The Use of ARCH/GARCH Models in Applied Econometrics," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 157-168, Fall.
    27. Ogden, Joseph P, 1990. "Turn-of-Month Evaluations of Liquid Profits and Stock Returns: A Common Explanation for the Monthly and January Effects," Journal of Finance, American Finance Association, vol. 45(4), pages 1259-1272, September.
    28. Liano, Kartono & Kelly, G. Wayne, 1995. "Currency futures and the turn-of-month effect," Global Finance Journal, Elsevier, vol. 6(1), pages 1-7.
    29. 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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    2. Darko Stosic & Dusan Stosic & Irena Vodenska & H. Eugene Stanley & Tatijana Stosic, 2021. "A new look at calendar anomalies: Multifractality and day of the week effect," Papers 2106.06164, arXiv.org.
    3. Girardin, Eric & Salimi Namin, Fatemeh, 2019. "The January effect in the foreign exchange market: Evidence for seasonal equity carry trades," Economic Modelling, Elsevier, vol. 81(C), pages 422-439.
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    7. Shikta Singh & Chandrabhanu Das, 2020. "Calendar Anomalies in the Banking and it Index: The Indian Experience," Asian Economic and Financial Review, Asian Economic and Social Society, vol. 10(4), pages 439-448, April.
    8. Strobel, Marcus & Auer, Benjamin R., 2018. "Does the predictive power of variable moving average rules vanish over time and can we explain such tendencies?," International Review of Economics & Finance, Elsevier, vol. 53(C), pages 168-184.

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    More about this item

    Keywords

    Calendar anomalies; Day-of-the-week; January; Turn-of-month; Currency market;
    All these keywords.

    JEL classification:

    • F31 - International Economics - - International Finance - - - Foreign Exchange
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • G13 - Financial Economics - - General Financial Markets - - - Contingent Pricing; Futures Pricing
    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets

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