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Model Uncertainty of Real Exchange Rate Forecast over Mid-term Horizons

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  • Munehisa Kasuya

    (Bank of Japan)

  • Izumi Takagawa

    (Bank of Japan)

Abstract

We investigate the significance of fundamentals variables and uncertainty of appropriate models in one-, two-, four-, and eight-quarter ahead forecasts of quarterly yen-dollar real exchange rates by using 16 fundamentals-based models and the random walk model. Our empirical results show significance of fundamentals variables in two-, four-, and eight-quarter ahead forecasts. Moreover, the reversible jump MCMC approach for uncertainty of appropriate models indicates that appropriate models change over both forecast-time-span and forecast period. This uncertainty could not be fully explained by the hypothesis that real exchange rates are ultimately governed by the true fundamentals-based model.

Suggested Citation

  • Munehisa Kasuya & Izumi Takagawa, 2001. "Model Uncertainty of Real Exchange Rate Forecast over Mid-term Horizons," Bank of Japan Working Paper Series Research and Statistics D, Bank of Japan.
    • Handle: RePEc:boj:bojwps:01-e-23r
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    as
    1. Ronald MacDonald & Jun Nagayasu, 2000. "The Long-Run Relationship Between Real Exchange Rates and Real Interest Rate Differentials: A Panel Study," IMF Staff Papers, Palgrave Macmillan, vol. 47(1), pages 1-5.
    2. Engel, Charles & Kim, Chang-Jin, 1999. "The Long-Run U.S./U.K. Real Exchange Rate," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 31(3), pages 335-356, August.
    3. Ardeni, Pier Giorgio & Lubian, Diego, 1991. "Is there trend reversion in purchasing power parity?," European Economic Review, Elsevier, vol. 35(5), pages 1035-1055, July.
    4. Kakkar, Vikas & Ogaki, Masao, 1999. "Real exchange rates and nontradables: A relative price approach," Journal of Empirical Finance, Elsevier, vol. 6(2), pages 193-215, April.
    5. Kim, Yoonbai, 1990. "Purchasing Power Parity in the Long Run: A Cointegration Approach," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 22(4), pages 491-503, November.
    6. Campbell, John Y & Shiller, Robert J, 1987. "Cointegration and Tests of Present Value Models," Journal of Political Economy, University of Chicago Press, vol. 95(5), pages 1062-1088, October.
    7. 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.
    8. Edison, Hali J & Klovland, Jan Tore, 1987. "A Quantitative Reassessment of the Purchasing Power Parity Hypothesis: Evidence from Norway and the United Kingdom," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 2(4), pages 309-333, October.
    9. Stoker, James, 1999. "The Government Deficit and the Exchange Rate," Review of International Economics, Wiley Blackwell, vol. 7(4), pages 753-763, November.
    10. Meese, Richard A & Rogoff, Kenneth, 1988. "Was It Real? The Exchange Rate-Interest Differential Relation over the Modern Floating-Rate Period," Journal of Finance, American Finance Association, vol. 43(4), pages 933-948, September.
    11. Canzoneri, Matthew B. & Cumby, Robert E. & Diba, Behzad, 1999. "Relative labor productivity and the real exchange rate in the long run: evidence for a panel of OECD countries," Journal of International Economics, Elsevier, vol. 47(2), pages 245-266, April.
    12. Glen, Jack D., 1992. "Real exchange rates in the short, medium, and long run," Journal of International Economics, Elsevier, vol. 33(1-2), pages 147-166, August.
    13. 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.
    14. Lucas, Robert Jr., 1982. "Interest rates and currency prices in a two-country world," Journal of Monetary Economics, Elsevier, vol. 10(3), pages 335-359.
    15. Abuaf, Niso & Jorion, Philippe, 1990. "Purchasing Power Parity in the Long Run," Journal of Finance, American Finance Association, vol. 45(1), pages 157-174, March.
    16. Kim, Yoonbai, 1990. "Purchasing power parity : Another look at the long-run data," Economics Letters, Elsevier, vol. 32(4), pages 339-344, April.
    17. Froot, Kenneth A. & Rogoff, Kenneth, 1995. "Perspectives on PPP and long-run real exchange rates," Handbook of International Economics, in: G. M. Grossman & K. Rogoff (ed.), Handbook of International Economics, edition 1, volume 3, chapter 32, pages 1647-1688, Elsevier.
    18. Munehisa Kasuya & Kozo Ueda, 2000. "Testing the Purchasing Power Parity Hypothesis: Re-examination by Additional Variables, Tests with Known Cointegrating Vectors, Monte Carlo Critical Values, and Fractional Cointegration," Bank of Japan Working Paper Series Research and Statistics D, Bank of Japan.
    19. Hooper, Peter & Morton, John, 1982. "Fluctuations in the dollar: A model of nominal and real exchange rate determination," Journal of International Money and Finance, Elsevier, vol. 1(1), pages 39-56, January.
    20. Vrontos, I D & Dellaportas, P & Politis, D N, 2000. "Full Bayesian Inference for GARCH and EGARCH Models," Journal of Business & Economic Statistics, American Statistical Association, vol. 18(2), pages 187-198, April.
    21. Edison, Hali J, 1987. "Purchasing Power Parity in the Long Run: A Test of the Dollar/Pound Exchange Rate (1890-1978)," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 19(3), pages 376-387, August.
    22. 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.
    23. Hamilton, James D, 1989. "A New Approach to the Economic Analysis of Nonstationary Time Series and the Business Cycle," Econometrica, Econometric Society, vol. 57(2), pages 357-384, March.
    24. Mark, Nelson C, 1995. "Exchange Rates and Fundamentals: Evidence on Long-Horizon Predictability," American Economic Review, American Economic Association, vol. 85(1), pages 201-218, March.
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    More about this item

    Keywords

    Exchange rates; Fundamentals; Prediction; Reversible Jump; Markov Chain Monte Carlo;
    All these keywords.

    JEL classification:

    • F31 - International Economics - - International Finance - - - Foreign Exchange
    • F37 - International Economics - - International Finance - - - International Finance Forecasting and Simulation: Models and Applications
    • F47 - International Economics - - Macroeconomic Aspects of International Trade and Finance - - - Forecasting and Simulation: Models and Applications

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