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Empirical Exchange Rate Models of the Nineties: Are Any Fit to Survive?

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  • Cheung, Yin-Wong
  • Chinn, Menzie David
  • Garcia Pascual, Antonio

Abstract

Previous assessments of forecasting performance of exchange rate models have focused upon a narrow set of models typically of the 1970’s vintage. The canonical papers in this literature are by Meese and Rogoff (1983, 1988), who examined monetary and portfolio balance models. Succeeding works by Mark (1995) and Chinn and Meese (1995) focused on similar models. In this paper we re-assess exchange rate prediction using a wider set of models that have been proposed in the last decade: interest rate parity, productivity based models, and a composite specification incorporating the real interest differential, portfolio balance and nontradables price channels. The performance of these models is compared against two reference specifications – the purchasing power parity and the Dornbusch-Frankel sticky price monetary model. The models are estimated in error correction and first-difference specifications. Rather than estimating the cointegrating vector over the entire sample and treating it as part of the ex ante information set as is commonly done in the literature, we also update the cointegrating vector, thereby generating true ex ante forecasts. We examine model performance at various forecast horizons (1 quarter, 4 quarters, 20 quarters) using differing metrics (mean squared error, direction of change), as well as the “consistency†test of Cheung and Chinn (1998). No model consistently outperforms a random walk, by a mean squared error measure; however, along a direction-of-change dimension, certain structural models do outperform a random walk with statistical significance. Moreover, one finds that these forecasts are cointegrated with the actual values of exchange rates, although in a large number of cases, the elasticity of the forecasts with respect to the actual values is different from unity. Overall, model/specification/currency combinations that work well in one period will not necessarily work well in another period.

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Paper provided by Department of Economics, UC Santa Cruz in its series Santa Cruz Department of Economics, Working Paper Series with number qt12z9x4c5.

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Date of creation: 01 Jun 2003
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Handle: RePEc:cdl:ucscec:qt12z9x4c5

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Keywords: exchange rates; monetary model; productivity; interest rate parity; purchasing power parity; forecasting performance;

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  1. Cheung, Yin-Wong & Chinn, Menzie & Garcia Pascual, Antonio, 2003. "Empirical Exchange Rate Models of the Nineties: Are Any Fit to Survive?," Santa Cruz Center for International Economics, Working Paper Series, Center for International Economics, UC Santa Cruz qt5fc508pt, Center for International Economics, UC Santa Cruz.
  2. Lucas, Robert Jr., 1982. "Interest rates and currency prices in a two-country world," Journal of Monetary Economics, Elsevier, Elsevier, vol. 10(3), pages 335-359.
  3. Lutz Kilian & Mark P. Taylor, 2001. "Why is it so difficult to beat the Random Walk Forecast of Exchange Rates?," Tinbergen Institute Discussion Papers, Tinbergen Institute 01-031/4, Tinbergen Institute.
  4. Francis X. Diebold & Robert S. Mariano, 1994. "Comparing Predictive Accuracy," NBER Technical Working Papers, National Bureau of Economic Research, Inc 0169, National Bureau of Economic Research, Inc.
  5. Philip Lane & Gian Maria Milesi-Ferretti, 2001. "THE EXTERNAL WEALTH OF NATIONS: Measures of Foreign Assets and Liabilities For Industrial and Developing Countries," CEG Working Papers, Trinity College Dublin, Department of Economics 20012, Trinity College Dublin, Department of Economics.
  6. Charles Engel & Kenneth D. West, 2004. "Exchange Rates and Fundamentals," NBER Working Papers, National Bureau of Economic Research, Inc 10723, National Bureau of Economic Research, Inc.
  7. Stockman, Alan C, 1980. "A Theory of Exchange Rate Determination," Journal of Political Economy, University of Chicago Press, University of Chicago Press, vol. 88(4), pages 673-98, August.
  8. Charles Engel, 1992. "Can the Markov Switching Model Forecast Exchange Rates?," NBER Working Papers, National Bureau of Economic Research, Inc 4210, National Bureau of Economic Research, Inc.
  9. Richard A. Meese & Andrew K. Rose, 1989. "An empirical assessment of non-linearities in models of exchange rate determination," International Finance Discussion Papers, Board of Governors of the Federal Reserve System (U.S.) 367, Board of Governors of the Federal Reserve System (U.S.).
  10. Chinn, Menzie David, 1997. "Paper pushers or paper money? Empirical assessment of fiscal and monetary models of exchange rate determination," Journal of Policy Modeling, Elsevier, Elsevier, vol. 19(1), pages 51-78, February.
  11. Clements, M.P. & Hendry, D.P., 1998. "Forecasting with Difference-Stationary and Trend-Stationary Models," The Warwick Economics Research Paper Series (TWERPS), University of Warwick, Department of Economics 516, University of Warwick, Department of Economics.
  12. Meese, R. & Rogoff, K., 1988. "Was It Real? The Exchange Rate-Interest Differential Ralation Over The Modern Floating-Rate Period," Working papers, Wisconsin Madison - Social Systems 368, Wisconsin Madison - Social Systems.
  13. Obstfeld, Maurice & Rogoff, Kenneth, 1995. "Exchange Rate Dynamics Redux," Journal of Political Economy, University of Chicago Press, University of Chicago Press, vol. 103(3), pages 624-60, June.
  14. Jeffrey A. Frankel, 1985. "The Dazzling Dollar," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, Economic Studies Program, The Brookings Institution, vol. 16(1), pages 199-217.
  15. Ronald MacDonald & Peter B. Clark, 1998. "Exchange Rates and Economic Fundamentals," IMF Working Papers, International Monetary Fund 98/67, International Monetary Fund.
  16. Cumby, Robert E. & Modest, David M., 1987. "Testing for market timing ability : A framework for forecast evaluation," Journal of Financial Economics, Elsevier, Elsevier, vol. 19(1), pages 169-189, September.
  17. Jose De Gregorio & Holger C. Wolf, 1994. "Terms of Trade, Productivity, and the Real Exchange Rate," NBER Working Papers, National Bureau of Economic Research, Inc 4807, National Bureau of Economic Research, Inc.
  18. Maeso-Fernandez, Francisco & Osbat, Chiara & Schnatz, Bernd, 2001. "Determinants of the euro real effective exchange rate: a BEER/PEER approach," Working Paper Series, European Central Bank 0085, European Central Bank.
  19. Lutz Kilian & Mark P. Taylor, 2001. "Why is it so difficult to beat the Random Walk Forecast of Exchange Rates?," Tinbergen Institute Discussion Papers, Tinbergen Institute 01-031/4, Tinbergen Institute.
  20. 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, Palgrave Macmillan, vol. 47(1), pages 5.
  21. Clements, Kenneth W. & Frenkel, Jacob A., 1980. "Exchange rates, money, and relative prices: The dollar-pound in the 1920s," Journal of International Economics, Elsevier, Elsevier, vol. 10(2), pages 249-262, May.
  22. Yin-Wong Cheung & Ulf G. Erlandsson, 2004. "Exchange Rates and Markov Switching Dynamics," CESifo Working Paper Series, CESifo Group Munich 1348, CESifo Group Munich.
  23. Francis X. Diebold & Peter F. Christoffersen, 1997. "Cointegration and Long-Horizon Forecasting," IMF Working Papers, International Monetary Fund 97/61, International Monetary Fund.
  24. Inoue, Atsushi & Kilian, Lutz, 2002. "In-Sample or Out-of-Sample Tests of Predictability: Which One Should We Use?," CEPR Discussion Papers, C.E.P.R. Discussion Papers 3671, C.E.P.R. Discussion Papers.
  25. Guy Meredith & Menzie D. Chinn, 1998. "Long-Horizon Uncovered Interest Rate Parity," NBER Working Papers, National Bureau of Economic Research, Inc 6797, National Bureau of Economic Research, Inc.
  26. Chinn, Menzie D. & Meese, Richard A., 1995. "Banking on currency forecasts: How predictable is change in money?," Journal of International Economics, Elsevier, Elsevier, vol. 38(1-2), pages 161-178, February.
  27. Faust, Jon & Rogers, John H. & H. Wright, Jonathan, 2003. "Exchange rate forecasting: the errors we've really made," Journal of International Economics, Elsevier, Elsevier, vol. 60(1), pages 35-59, May.
  28. 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, Elsevier, vol. 17(5), pages 813-830, October.
  29. Charles Engel & James D. Hamilton, 1989. "Long Swings in the Exchange Rate: Are they in the Data and Do Markets Know It?," NBER Working Papers, National Bureau of Economic Research, Inc 3165, National Bureau of Economic Research, Inc.
  30. Michele Cavallo & Fabio Ghironi, 2000. "Net Foreign Assets and the Exchange Rate: Redux Revived," Boston College Working Papers in Economics, Boston College Department of Economics 505, Boston College Department of Economics, revised 01 Feb 2002.
  31. Clostermann, Jörg & Schnatz, Bernd, 2000. "The determinants of the euro-dollar exchange rate: synthetic fundamentals and a non-existing currency," Discussion Paper Series 1: Economic Studies, Deutsche Bundesbank, Research Centre 2000,02, Deutsche Bundesbank, Research Centre.
  32. Mark, Nelson C. & Sul, Donggyu, 2001. "Nominal exchange rates and monetary fundamentals: Evidence from a small post-Bretton woods panel," Journal of International Economics, Elsevier, Elsevier, vol. 53(1), pages 29-52, February.
  33. Frankel, Jeffrey A, 1979. "On the Mark: A Theory of Floating Exchange Rates Based on Real Interest Differentials," American Economic Review, American Economic Association, American Economic Association, vol. 69(4), pages 610-22, September.
  34. Susana Garcia Cervero & J. Humberto Lopez & Enrique Alberola Ila & Angel J. Ubide, 1999. "Global Equilibrium Exchange Rates," IMF Working Papers, International Monetary Fund 99/175, International Monetary Fund.
  35. Groen, Jan J. J., 2000. "The monetary exchange rate model as a long-run phenomenon," Journal of International Economics, Elsevier, Elsevier, vol. 52(2), pages 299-319, December.
  36. Kilian, Lutz, 1999. "Exchange Rates and Monetary Fundamentals: What Do We Learn from Long-Horizon Regressions?," Journal of Applied Econometrics, John Wiley & Sons, Ltd., John Wiley & Sons, Ltd., vol. 14(5), pages 491-510, Sept.-Oct.
  37. 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, Elsevier, vol. 13(3), pages 276-290, June.
  38. Mark, Nelson C, 1995. "Exchange Rates and Fundamentals: Evidence on Long-Horizon Predictability," American Economic Review, American Economic Association, American Economic Association, vol. 85(1), pages 201-18, March.
  39. Lane, Philip & Milesi-Ferretti, Gian Maria, . "External Wealth of Nations," Instructional Stata datasets for econometrics, Boston College Department of Economics extwealth, Boston College Department of Economics.
  40. Giorgio Valente & Lucio Sarno & Abhay Abhayankar, 2004. "Exchange Rates and Fundamentals: Evidence on the Economic Value of Predictability," Working Papers, Warwick Business School, Finance Group wp04-01, Warwick Business School, Finance Group.
  41. Menzie D. Chinn & Guy Meredith, 2004. "Monetary Policy and Long-Horizon Uncovered Interest Parity," IMF Staff Papers, Palgrave Macmillan, Palgrave Macmillan, vol. 51(3), pages 409-430, November.
  42. Ronald MacDonald & Ian W. Marsh, 1997. "On Fundamentals And Exchange Rates: A Casselian Perspective," The Review of Economics and Statistics, MIT Press, MIT Press, vol. 79(4), pages 655-664, November.
  43. Dornbusch, Rudiger, 1976. "Expectations and Exchange Rate Dynamics," Journal of Political Economy, University of Chicago Press, University of Chicago Press, vol. 84(6), pages 1161-76, December.
  44. Leitch, Gordon & Tanner, J Ernest, 1991. "Economic Forecast Evaluation: Profits versus the Conventional Error Measures," American Economic Review, American Economic Association, American Economic Association, vol. 81(3), pages 580-90, June.
  45. Donald W.K. Andrews, 1988. "Heteroskedasticity and Autocorrelation Consistent Covariance Matrix Estimation," Cowles Foundation Discussion Papers, Cowles Foundation for Research in Economics, Yale University 877R, Cowles Foundation for Research in Economics, Yale University, revised Jul 1989.
  46. Enrique Alberola & Susana G. Cervero & Humberto Lopez & Angel Ubide, 2000. "Global Equilibrium Exchange Rates: Euro, Dollar, "Ins," "Outs," and Other Major Currencies in a Panel Cointegration Framework," Econometric Society World Congress 2000 Contributed Papers, Econometric Society 0051, Econometric Society.
  47. Alexius, Annika, 2001. "Uncovered Interest Parity Revisited," Review of International Economics, Wiley Blackwell, Wiley Blackwell, vol. 9(3), pages 505-17, August.
  48. McCracken, Michael W & Sapp, Stephen G, 2005. "Evaluating the Predictability of Exchange Rates Using Long-Horizon Regressions: Mind Your p's and q's!," Journal of Money, Credit and Banking, Blackwell Publishing, Blackwell Publishing, vol. 37(3), pages 473-94, June.
  49. 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, American Economic Association, vol. 80(4), pages 689-713, September.
  50. Meese, Richard A. & Rogoff, Kenneth, 1983. "Empirical exchange rate models of the seventies : Do they fit out of sample?," Journal of International Economics, Elsevier, Elsevier, vol. 14(1-2), pages 3-24, February.
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