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Market Timing the Trading of International Mutual Funds: Weekend, Weekday and Serial Correlation Strategies

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  • M. Imtiaz Mazumder
  • Edward M. Miller
  • Oscar A. Varela

Abstract

Predictability and exploitability of daily anomalies in returns for US‐based international mutual funds is this paper's focus. Market timing strategies examined include simple weekend, complex weekday, and restricted weekend strategies, and those related to serial correlation in foreign indexes. All are compared to a buy‐and‐hold strategy, are adjusted for risk, and include investments in money market funds when called for, in contrast to most other studies. The 123 funds examined are in nine fund categories, including Europe, Asia, Japan, Latin America, and emerging markets and combinations thereof. These are matched to foreign market indexes that approximate their country or regional composition using country indexes or Morgan Stanley Capital International (MSCI) indexes. Over the daily period January 4, 1993 to October 31, 2002, the foreign indexes are tested for day‐of‐the‐week and serial correlation effects. Trading strategies using these effects with the most related foreign indexes are imposed on the funds and the equally weighted portfolio of funds in each category. Superior performance is associated with the serial correlation strategy, when compared to buy‐and‐hold, as well as simple weekend, complex, and restricted weekend strategies. These also perform better than a buy‐and‐hold, with the complex being best. All results are robust to Sharpe, Treynor and Jensen measures of performance. The strategies, especially those based on serial correlation, are also superior in terms of Treynor‐Mazuy and Henriksson‐Merton market timing models. Further, our results are robust to different time periods surrounding the 1997 Asian currency crisis and September 11, 2001, different hold‐out samples, and to sub‐samples of load versus no‐load funds.

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  • M. Imtiaz Mazumder & Edward M. Miller & Oscar A. Varela, 2010. "Market Timing the Trading of International Mutual Funds: Weekend, Weekday and Serial Correlation Strategies," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 37(7‐8), pages 979-1007, July.
    • Handle: RePEc:bla:jbfnac:v:37:y:2010:i:7-8:p:979-1007
    DOI: 10.1111/j.1468-5957.2010.02191.x
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    as
    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. Goetzmann, William N. & Ivković, Zoran & Rouwenhorst, K. Geert, 2001. "Day Trading International Mutual Funds: Evidence and Policy Solutions," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 36(3), pages 287-309, September.
    3. Christopherson, Jon A & Ferson, Wayne E & Glassman, Debra A, 1998. "Conditioning Manager Alphas on Economic Information: Another Look at the Persistence of Performance," The Review of Financial Studies, Society for Financial Studies, vol. 11(1), pages 111-142.
    4. D. E. Allen & M. L. Tan, 1999. "A Test of the Persistence in the Performance of UK Managed Funds," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 26(5‐6), pages 559-593, June.
    5. Safvenblad, Patrik, 2000. "Trading volume and autocorrelation: Empirical evidence from the Stockholm Stock Exchange," Journal of Banking & Finance, Elsevier, vol. 24(8), pages 1275-1287, August.
    6. Michael C. Jensen, 1968. "The Performance Of Mutual Funds In The Period 1945–1964," Journal of Finance, American Finance Association, vol. 23(2), pages 389-416, May.
    7. Coats, Warren L, Jr, 1981. "The Weekend Eurodollar Game," Journal of Finance, American Finance Association, vol. 36(3), pages 649-659, June.
    8. Karolyi, G Andrew & Stulz, Rene M, 1996. "Why Do Markets Move Together? An Investigation of U.S.-Japan Stock Return Comovements," Journal of Finance, American Finance Association, vol. 51(3), pages 951-986, July.
    9. Ilias Tsiakas, 2006. "Periodic Stochastic Volatility and Fat Tails," Journal of Financial Econometrics, Oxford University Press, vol. 4(1), pages 90-135.
    10. Kamara, Avraham, 1997. "New Evidence on the Monday Seasonal in Stock Returns," The Journal of Business, University of Chicago Press, vol. 70(1), pages 63-84, January.
    11. Edward H. Chow & Ping Hsiao & Michael E. Solt, 1997. "Trading Returns for the Weekend Effect Using Intraday Data," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 24(3), pages 425-444.
    12. Henriksson, Roy D & Merton, Robert C, 1981. "On Market Timing and Investment Performance. II. Statistical Procedures for Evaluating Forecasting Skills," The Journal of Business, University of Chicago Press, vol. 54(4), pages 513-533, October.
    13. Boudoukh, Jacob & Richardson, Matthew P & Whitelaw, Robert F, 1994. "A Tale of Three Schools: Insights on Autocorrelations of Short-Horizon Stock Returns," The Review of Financial Studies, Society for Financial Studies, vol. 7(3), pages 539-573.
    14. Thatcher, Janet S & Blenman, Lloyd P, 2001. "Synthetic Trades and Calendar Day Patterns: The Case of the Dollar/Sterling Markets," The Financial Review, Eastern Finance Association, vol. 36(2), pages 177-199, May.
    15. Eric Zitzewitz, 2003. "Who Cares About Shareholders? Arbitrage-Proofing Mutual Funds," The Journal of Law, Economics, and Organization, Oxford University Press, vol. 19(2), pages 245-280, October.
    16. Qian Sun & Wilson H.S. Tong, 2002. "Another New Look at the Monday Effect," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 29(7‐8), pages 1123-1147.
    17. Steeley, James M., 2001. "A note on information seasonality and the disappearance of the weekend effect in the UK stock market," Journal of Banking & Finance, Elsevier, vol. 25(10), pages 1941-1956, October.
    18. Robert Kosowski & Allan Timmermann & Russ Wermers & Hal White, 2006. "Can Mutual Fund “Stars” Really Pick Stocks? New Evidence from a Bootstrap Analysis," Journal of Finance, American Finance Association, vol. 61(6), pages 2551-2595, December.
    19. Mookerjee, Rajen & Yu, Qiao, 1999. "Seasonality in returns on the Chinese stock markets: the case of Shanghai and Shenzhen," Global Finance Journal, Elsevier, vol. 10(1), pages 93-105.
    20. 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.
    21. Oscar Varela, 2002. "The Efficiency of Net Asset Values for Asian–Country Mutual Funds in the US," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 29(5‐6), pages 761-786.
    22. 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.
    23. 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.
    24. Grinblatt, Mark & Titman, Sheridan, 1992. "The Persistence of Mutual Fund Performance," Journal of Finance, American Finance Association, vol. 47(5), pages 1977-1984, December.
    25. Bessembinder, Hendrik & Hertzel, Michael G, 1993. "Return Autocorrelations around Nontrading Days," The Review of Financial Studies, Society for Financial Studies, vol. 6(1), pages 155-189.
    26. Abraham, Abraham & Ikenberry, David L., 1994. "The Individual Investor and the Weekend Effect," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 29(2), pages 263-277, June.
    27. A.D. Clare & M.S.B. Ibrahim & S.H. Thomas, 1998. "The Impact of Settlement Procedures on Day-of-the-week Effects: Evidence from the Kuala Lumpur Stock Exchange," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 25(3&4), pages 401-418.
    28. M. J. Fields, 1931. "Stock Prices: A Problem in Verification," The Journal of Business, University of Chicago Press, vol. 4, pages 415-415.
    29. Rahul Bhargava & Ann Bose & David A. Dubofsky, 1998. "Exploiting International Stock Market Correlations with Open-end International Mutual Funds," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 25(5&6), pages 765-773.
    30. Dyl, Edward A & Maberly, Edwin D, 1986. "The Weekly Pattern in Stock Index Futures: A Further Note," Journal of Finance, American Finance Association, vol. 41(5), pages 1149-1152, December.
    31. Miller, Edward M. & Prather, Larry J., 2000. "Exploitable patterns in retirement annuity returns: evidence from TIAA/CREF," Financial Services Review, Elsevier, vol. 9(3), pages 219-230, 00.
    32. Edward H. Chow & Ping Hsiao & Michael E. Solt, 1997. "Trading Returns for the Weekend Effect Using Intraday Data," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 24(3), pages 425-444, April.
    33. French, Kenneth R., 1980. "Stock returns and the weekend effect," Journal of Financial Economics, Elsevier, vol. 8(1), pages 55-69, March.
    34. A.D. Clare & M.S.B. Ibrahim & S.H. Thomas, 1998. "The Impact of Settlement Procedures on Day‐of‐the‐week Effects: Evidence from the Kuala Lumpur Stock Exchange," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 25(3‐4), pages 401-418, April.
    35. Delong J. Bradford, 2008. "Stocks for the Long Run," The Economists' Voice, De Gruyter, vol. 5(7), pages 1-2, November.
    36. Qian Sun & Wilson H.S. Tong, 2002. "Another New Look at the Monday Effect," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 29(7&8), pages 1123-1147.
    37. John M. R. Chalmers & Roger M. Edelen & Gregory B. Kadlec, 2001. "On the Perils of Financial Intermediaries Setting Security Prices: The Mutual Fund Wild Card Option," Journal of Finance, American Finance Association, vol. 56(6), pages 2209-2236, December.
    38. 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.
    39. Rahul Bhargava & Ann Bose & David A. Dubofsky, 1998. "Exploiting International Stock Market Correlations with Open‐end International Mutual Funds," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 25(5‐6), pages 765-773, June.
    40. Jegadeesh, Narasimhan & Titman, Sheridan, 1993. "Returns to Buying Winners and Selling Losers: Implications for Stock Market Efficiency," Journal of Finance, American Finance Association, vol. 48(1), pages 65-91, March.
    41. Ferson, Wayne E & Schadt, Rudi W, 1996. "Measuring Fund Strategy and Performance in Changing Economic Conditions," Journal of Finance, American Finance Association, vol. 51(2), pages 425-461, June.
    42. 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.
    43. Busse, Jeffrey A, 1999. "Volatility Timing in Mutual Funds: Evidence from Daily Returns," The Review of Financial Studies, Society for Financial Studies, vol. 12(5), pages 1009-1041.
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    2. Breloer, Bernhard & Scholz, Hendrik & Wilkens, Marco, 2014. "Performance of international and global equity mutual funds: Do country momentum and sector momentum matter?," Journal of Banking & Finance, Elsevier, vol. 43(C), pages 58-77.

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