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The Significance of Technical Trading-Rule Profits in the Foreign Exchange Market: A Bootstrap Approach

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  • Richard M. Levich
  • Lee R. Thomas

Abstract

In this paper, we present new evidence on the profitability and statistical significance of technical trading rules in the foreign exchange market. We utilize a new data base, currency futures contracts for the period 1976-1990, and we implement a new testing procedure based on bootstrap methodology. Using this approach, we generate thousands of new exchange rate series constructed by random reordering of each original series. We then measure the profitability of the technical rules for each new series. The significance of the profits in the original series is assessed by comparison to the empirical distribution of results derived from the thousands of randomly generated series. Overall, our results suggest that simple technical trading rules have very often led to profits that are highly unusual. Splitting the entire 15-year sample period into three 5-year periods reveals that on average the profitability of some trading rules declined in the 1986-1990 period although profits remained positive (on average) and significant in many cases.

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  • Richard M. Levich & Lee R. Thomas, 1991. "The Significance of Technical Trading-Rule Profits in the Foreign Exchange Market: A Bootstrap Approach," NBER Working Papers 3818, National Bureau of Economic Research, Inc.
    • Handle: RePEc:nbr:nberwo:3818
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    1. Branson, William H. & Henderson, Dale W., 1985. "The specification and influence of asset markets," Handbook of International Economics, in: R. W. Jones & P. B. Kenen (ed.), Handbook of International Economics, edition 1, volume 2, chapter 15, pages 749-805, Elsevier.
    2. Engel, Charles & Hamilton, James D, 1990. "Long Swings in the Dollar: Are They in the Data and Do Markets Know It?," American Economic Review, American Economic Association, vol. 80(4), pages 689-713, September.
    3. Stephan Schulmeister, 1988. "Currency speculation and dollar fluctuations," BNL Quarterly Review, Banca Nazionale del Lavoro, vol. 41(167), pages 343-365.
    4. Levich, Richard M., 1985. "Empirical studies of exchange rates: Price behavior, rate determination and market efficiency," Handbook of International Economics, in: R. W. Jones & P. B. Kenen (ed.), Handbook of International Economics, edition 1, volume 2, chapter 19, pages 979-1040, Elsevier.
    5. Brock, William & Lakonishok, Josef & LeBaron, Blake, 1992. "Simple Technical Trading Rules and the Stochastic Properties of Stock Returns," Journal of Finance, American Finance Association, vol. 47(5), pages 1731-1764, December.
    6. Sweeney, Richard J, 1986. "Beating the Foreign Exchange Market," Journal of Finance, American Finance Association, vol. 41(1), pages 163-182, March.
    7. Froot, Kenneth A & Thaler, Richard H, 1990. "Foreign Exchange," Journal of Economic Perspectives, American Economic Association, vol. 4(3), pages 179-192, Summer.
    8. Levich, Richard M, 1989. "Is the Foreign Exchange Market Efficient?," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 5(3), pages 40-60, Autumn.
    9. Black, Fischer, 1990. "Equilibrium Exchange Rate Hedging," Journal of Finance, American Finance Association, vol. 45(3), pages 899-907, July.
    10. Samuelson, Paul A, 1976. "Is Real-World Price a Tale Told by the Idiot of Chance?," The Review of Economics and Statistics, MIT Press, vol. 58(1), pages 120-123, February.
    11. Cornell, W Bradford & Dietrich, J Kimball, 1978. "The Efficiency of the Market for Foreign Exchange under Floating Exchange Rates," The Review of Economics and Statistics, MIT Press, vol. 60(1), pages 111-120, February.
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    Cited by:

    1. Ammer, John & Brunner, Allan D., 1997. "Are banks market timers or market makers? Explaining foreign exchange trading profits," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 7(1), pages 43-60, April.
    2. Blake LeBaron, "undated". "Technical Trading Rules and Regime Shifts in Foreign Exchange," Working papers _007, University of Wisconsin - Madison.
    3. Nguyen, James, 2004. "The Efficient Market Hypothesis: Is It Applicable to the Foreign Exchange Market?," Economics Working Papers wp04-20, School of Economics, University of Wollongong, NSW, Australia.
    4. Richard M. Levich & Lee R. Thomas, 1993. "Internationally Diversified Bond Portfolios: The Merits of Active Currency Risk Management," NBER Working Papers 4340, National Bureau of Economic Research, Inc.

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