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Assessment of Models to Forecast Exchange Rates: The Quetzal-U.S. Dollar Exchange Rate

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  • Carlos Eduardo Castillo-Maldonado
  • Fidel Pérez-Macal

Abstract

Based on Cheung, Chinn and García-Pascual (2004) and Meese and Rogoff (1983), the forecasting performance of a wide variety of theoretical and empirical exchange rate models (PPP, UIP, flexible and sticky-price monetary models, portfolio balance, and a BEER model) is tested against the random walk specification to determine their assessment in predicting the quetzal-U.S. dollar nominal exchange rate. Such models are estimated by applying a recursive regression methodology to quarterly data for the period 1995–2009. Estimations are performed based on an innovative trend-gap data disaggregation methodology, and an error-correction specification to contrast short vs. long run prediction performance, which is evaluated up to eight periods ahead for all model specifications. Different from previous results, forecasts provided by most specifications in the very short run (up to 2 quarters ahead), particularly the BEER specification, consistently outperform those obtained from the random walk model.

Suggested Citation

  • Carlos Eduardo Castillo-Maldonado & Fidel Pérez-Macal, 2013. "Assessment of Models to Forecast Exchange Rates: The Quetzal-U.S. Dollar Exchange Rate," Journal of Applied Economics, Taylor & Francis Journals, vol. 16(1), pages 71-99, May.
    • Handle: RePEc:taf:recsxx:v:16:y:2013:i:1:p:71-99
    DOI: 10.1016/S1514-0326(13)60004-5
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    1. Frankel, Jeffrey A & Rose, Andrew K, 1998. "The Endogeneity of the Optimum Currency Area Criteria," Economic Journal, Royal Economic Society, vol. 108(449), pages 1009-1025, July.
    2. Frenkel, Jacob A, 1976. " A Monetary Approach to the Exchange Rate: Doctrinal Aspects and Empirical Evidence," Scandinavian Journal of Economics, Wiley Blackwell, vol. 78(2), pages 200-224.
    3. Mark Taylor, 2009. "Editorial: Long-run purchasing power parity and real exchange rates: introduction and overview," Applied Economics Letters, Taylor & Francis Journals, vol. 16(1), pages 1-4.
    4. Andrea Carriero, 2006. "Explaining US–UK Interest Rate Differentials: A Reassessment of the Uncovered Interest Rate Parity in a Bayesian Framework," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 68(s1), pages 879-899, December.
    5. Cheung, Y. -W. & Chinn, M. D., 1998. "Integration, cointegration and the forecast consistency of structural exchange rate models," Journal of International Money and Finance, Elsevier, vol. 17(5), pages 813-830, October.
    6. Fernando Alvarez & Andrew Atkeson & Patrick J. Kehoe, 2008. "If exchange rates are random walks, then almost everything we say about monetary policy is wrong," Quarterly Review, Federal Reserve Bank of Minneapolis, issue Jul, pages 2-9.
    7. Alexius, Annika, 2001. "Uncovered Interest Parity Revisited," Review of International Economics, Wiley Blackwell, vol. 9(3), pages 505-517, August.
    8. Diebold, Francis X & Mariano, Roberto S, 2002. "Comparing Predictive Accuracy," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(1), pages 134-144, January.
    9. Andrews, Donald W K, 1991. "Heteroskedasticity and Autocorrelation Consistent Covariance Matrix Estimation," Econometrica, Econometric Society, vol. 59(3), pages 817-858, May.
    10. Ronald Macdonald & Mark P. Taylor, 1992. "Exchange Rate Economics: A Survey," IMF Staff Papers, Palgrave Macmillan, vol. 39(1), pages 1-57, March.
    11. Froot, Kenneth A & Thaler, Richard H, 1990. "Foreign Exchange," Journal of Economic Perspectives, American Economic Association, vol. 4(3), pages 179-192, Summer.
    12. Clark, Todd E. & van Wincoop, Eric, 2001. "Borders and business cycles," Journal of International Economics, Elsevier, vol. 55(1), pages 59-85, October.
    13. John T. Harvey, 2004. "Deviations from uncovered interest rate parity: a Post Keynesian explanation," Journal of Post Keynesian Economics, Taylor & Francis Journals, vol. 27(1), pages 19-35.
    14. Cheung, Yin-Wong & Chinn, Menzie D. & Pascual, Antonio Garcia, 2005. "Empirical exchange rate models of the nineties: Are any fit to survive?," Journal of International Money and Finance, Elsevier, vol. 24(7), pages 1150-1175, November.
    15. Jan J. J. Groen, 2002. "Cointegration and the Monetary Exchange Rate Model Revisited," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 64(4), pages 361-380, September.
    16. Martin S. Eichenbaum & Charles L. Evans, 1992. "Some empirical evidence on the effects of monetary policy shocks on exchange rates," Working Paper Series, Macroeconomic Issues 92-32, Federal Reserve Bank of Chicago.
    17. 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.
    18. Rudiger Dornbusch, 1980. "Exchange Rate Economics: Where Do We Stand?," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 11(1, Tenth ), pages 143-206.
    19. Mr. Markus Rodlauer & Mr. Alfred Schipke, 2005. "Central America: Global Integration and Regional Cooperation," IMF Occasional Papers 2005/005, International Monetary Fund.
    20. MacDonald, Ronald, 1999. "Exchange Rate Behaviour: Are Fundamentals Important?," Economic Journal, Royal Economic Society, vol. 109(459), pages 673-691, November.
    21. Mr. Ronald MacDonald & Mr. Peter B. Clark, 1998. "Exchange Rates and Economic Fundamentals: A Methodological Comparison of BEERs and FEERs," IMF Working Papers 1998/067, International Monetary Fund.
    22. Stock, James H. & Watson, Mark W., 1999. "Business cycle fluctuations in us macroeconomic time series," Handbook of Macroeconomics, in: J. B. Taylor & M. Woodford (ed.), Handbook of Macroeconomics, edition 1, volume 1, chapter 1, pages 3-64, Elsevier.
    23. Schinasi, Garry J. & Swamy, P. A. V. B., 1989. "The out-of-sample forecasting performance of exchange rate models when coefficients are allowed to change," Journal of International Money and Finance, Elsevier, vol. 8(3), pages 375-390, September.
    24. 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.
    25. Guillermo A. Calvo & Frederic S. Mishkin, 2003. "The Mirage of Exchange Rate Regimes for Emerging Market Countries," Journal of Economic Perspectives, American Economic Association, vol. 17(4), pages 99-118, Fall.
    26. John F. O. Bilson & Richard C. Marston, 1984. "Exchange Rate Theory and Practice," NBER Books, National Bureau of Economic Research, Inc, number bils84-1, March.
    27. Dornbusch, Rudiger, 1976. "Expectations and Exchange Rate Dynamics," Journal of Political Economy, University of Chicago Press, vol. 84(6), pages 1161-1176, December.
    28. Oliver Holtemöller, 2005. "Uncovered interest rate parity and analysis of monetary convergence of potential EMU accession countries," International Economics and Economic Policy, Springer, vol. 2(1), pages 33-63, June.
    29. Reinhart, Carmen & Calvo, Guillermo, 2000. "When Capital Inflows Come to a Sudden Stop: Consequences and Policy Options," MPRA Paper 6982, University Library of Munich, Germany.
    30. Smith, P N & Wickens, M R, 1986. "An Empirical Investigation into the Causes of Failure of the Monetary Model of the Exchange Rate," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 1(2), pages 143-162, April.
    31. Groen, Jan J J, 2002. "Cointegration and the Monetary Exchange Rate Model Revisited," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 64(4), pages 361-380, September.
    32. Lance Taylor, 2004. "Exchange rate indeterminacy in portfolio balance, Mundell--Fleming and uncovered interest rate parity models," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 28(2), pages 205-227, March.
    33. Annika Alexius, 2001. "Uncovered Interest Parity Revisited," Review of International Economics, Wiley Blackwell, vol. 9(3), pages 505-517, August.
    34. Mr. Shaun K. Roache, 2008. "Central America’s Regional Trends and U.S. Cycles," IMF Working Papers 2008/050, International Monetary Fund.
    35. McNown, Robert & Wallace, Myles S, 1994. "Cointegration Tests of the Monetary Exchange Rate Model for Three High-Inflation Economies," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 26(3), pages 396-411, August.
    36. Jacob A. Frenkel, 1980. "The Collapse of Purchasing Power Parities during the 1970s," NBER Working Papers 0569, National Bureau of Economic Research, Inc.
    37. 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.
    38. Menzie D. Chinn & Guy Meredith, 2005. "Testing Uncovered Interest Parity at Short and Long Horizons during the Post-Bretton Woods Era," NBER Working Papers 11077, National Bureau of Economic Research, Inc.
    39. Jeffrey A. Frankel, 1984. "Tests of Monetary and Portfolio Balance Models of Exchange Rate Determination," NBER Chapters, in: Exchange Rate Theory and Practice, pages 239-260, National Bureau of Economic Research, Inc.
    40. Mathias Moersch & Dieter Nautz, 2001. "A note on testing the monetary model of the exchange rate," Applied Financial Economics, Taylor & Francis Journals, vol. 11(3), pages 261-268.
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    More about this item

    JEL classification:

    • C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models
    • E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy
    • F31 - International Economics - - International Finance - - - Foreign Exchange
    • F41 - International Economics - - Macroeconomic Aspects of International Trade and Finance - - - Open Economy Macroeconomics
    • F37 - International Economics - - International Finance - - - International Finance Forecasting and Simulation: Models and Applications

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