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How to Beat the Random Walk

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Author Info
Alexius, Annika (Trade Union Institute for Economic Research)

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Abstract

Out-of-sample forecasting accuracy is a frequently used criterion for evaluating models of exchange rate determination. This paper shows that both UIP and PPP produce better exchange rate forecasts at the ten-year horizon than a random walk without drift. There are two novelties relative to previous studies. First, the effects of extending the horizons beyond four years have not been investigated. This is relevant because the influence of fundamental variables has been shown to increase with the forecasting horizon, and it may take considerably more than four years to reach the long run equilibrium in the case of exchange rates. Second, the exchange rate forecasts implied by uncovered interest parity have been neglected in this literature. UIP is typically rejected in empirical tests using data on short-term interest rates. However, long-term interest rates appear to be a quantitatively important determinant of nominal exchange rate changes.

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Paper provided by Trade Union Institute for Economic Research in its series Working Paper Series with number 175.

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Length: 21 pages
Date of creation: 28 Dec 2001
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Handle: RePEc:hhs:fiefwp:0175

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Keywords: Exchange rates Prediction

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Find related papers by JEL classification:
F31 - International Economics - - International Finance - - - Foreign Exchange
F47 - International Economics - - Macroeconomic Aspects of International Trade and Finance - - - Forecasting and Simulation

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Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
  1. Richard Clarida & Jordi Gali, 1994. "Sources of real exchange rate fluctuations: how important are nominal shocks?," Proceedings, Federal Reserve Bank of Dallas, issue Apr.
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  2. Meese, R. & Rogoff, K., 1988. "Was It Real? The Exchange Rate-Interest Differential Ralation Over The Modern Floating-Rate Period," Working papers 368, Wisconsin Madison - Social Systems.
    Other versions:
  3. Alexius, Annika, 2001. "Uncovered Interest Parity Revisited," Review of International Economics, Blackwell Publishing, vol. 9(3), pages 505-17, August. [Downloadable!] (restricted)
  4. Meese, Richard A. & Rogoff, Kenneth, 1983. "Empirical exchange rate models of the seventies : Do they fit out of sample?," Journal of International Economics, Elsevier, vol. 14(1-2), pages 3-24, February. [Downloadable!] (restricted)
  5. Mark, Nelson C, 1995. "Exchange Rates and Fundamentals: Evidence on Long-Horizon Predictability," American Economic Review, American Economic Association, vol. 85(1), pages 201-18, March.
  6. MacDonald, Ronald & Taylor, Mark P., 1994. "The monetary model of the exchange rate: long-run relationships, short-run dynamics and how to beat a random walk," Journal of International Money and Finance, Elsevier, vol. 13(3), pages 276-290, June. [Downloadable!] (restricted)
  7. Chen, Jian & Mark, Nelson C, 1996. "Alternative Long-Horizon Exchange-Rate Predictors," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 1(4), pages 229-50, October. [Downloadable!] (restricted)
  8. Chinn, Menzie D. & Meese, Richard A., 1995. "Banking on currency forecasts: How predictable is change in money?," Journal of International Economics, Elsevier, vol. 38(1-2), pages 161-178, February. [Downloadable!] (restricted)
  9. Mark, Nelson C. & Choi, Doo-Yull, 1997. "Real exchange-rate prediction over long horizons," Journal of International Economics, Elsevier, vol. 43(1-2), pages 29-60, August. [Downloadable!] (restricted)
  10. Alexius, Annika, 1999. "Sources of Real Exchange Rate Fluctuations in the Nordic Countries," Working Paper Series 90, Sveriges Riksbank (Central Bank of Sweden). [Downloadable!]
  11. Diebold, Francis X & Mariano, Roberto S, 1995. "Comparing Predictive Accuracy," Journal of Business & Economic Statistics, American Statistical Association, vol. 13(3), pages 253-63, July.
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  12. Frankel, Jeffrey A. & Rose, Andrew K., 1995. "Empirical research on nominal exchange rates," Handbook of International Economics, in: G. M. Grossman & K. Rogoff (ed.), Handbook of International Economics, edition 1, volume 3, chapter 33, pages 1689-1729 Elsevier. [Downloadable!] (restricted)
  13. Lothian, James R & Taylor, Mark P, 1996. "Real Exchange Rate Behavior: The Recent Float from the Perspective of the Past Two Centuries," Journal of Political Economy, University of Chicago Press, vol. 104(3), pages 488-509, June. [Downloadable!] (restricted)
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Cited by:
(explanations, Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.)

  1. Lundborg, Per, 2005. "Wage Fairness, Growth and the Utilization of R&D Workers," Working Paper Series 206, Trade Union Institute for Economic Research. [Downloadable!]
  2. Selén, Jan & Ståhlberg, Ann-Charlotte, 2004. "Wage and Compensation Inequality — How Different?," Working Paper Series 197, Trade Union Institute for Economic Research. [Downloadable!]
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