Exchange Rate Uncertainty and Trade Growth - A Comparison of Linear and Nonlinear (Forecasting) Models
AbstractA huge body of empirical and theoretical literature has emerged on the relationship between foreign exchange (FX) uncertainty and international trade. Empirical findings about the impact of FX uncertainty on trade figures are at best weak and often ambiguous with respect to its direction. Almost all empirical contributions assume and estimate a linear relationship. Possible nonlinearity or state dependence of causal links between FX uncertainty and trade has been mostly ignored yet. In addition, widely used regression models have not been evaluated in terms of ex-ante forecasting. In this paper we analyze the impact of FX uncertainty on sectoral categories of multilateral exports and imports for 15 industrialized economies. We particularly provide a comparison of linear and nonlinear models with respect to ex-ante forecasting. In terms of average ranks of absolute forecast errors nonlinear models outperform both, a common linear model and some specification building on the assumption that FX uncertainty and trade growth are uncorrelated. Our results support the view that the relationship of interest might be nonlinear and, moreover, lacks of homogeneity across countries, economic sectors and when contrasting imports vs. exports.
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Bibliographic InfoPaper provided by Sonderforschungsbereich 649, Humboldt University, Berlin, Germany in its series SFB 649 Discussion Papers with number SFB649DP2007-042.
Length: 36 pages
Date of creation: Jul 2007
Date of revision:
Exchange Rate Uncertainty; GARCH; Forecasting; International Trade; Nonlinear Models.;
Find related papers by JEL classification:
- F14 - International Economics - - Trade - - - Empirical Studies of Trade
- F17 - International Economics - - Trade - - - Trade Forecasting and Simulation
This paper has been announced in the following NEP Reports:
- NEP-ALL-2007-08-08 (All new papers)
- NEP-FOR-2007-08-08 (Forecasting)
- NEP-INT-2007-08-08 (International Trade)
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- Rose, Andrew K., 1991. "The role of exchange rates in a popular model of international trade : Does the 'Marshall-Lerner' condition hold?," Journal of International Economics, Elsevier, vol. 30(3-4), pages 301-316, May.
- Tim Bollerslev, 1986.
"Generalized autoregressive conditional heteroskedasticity,"
EERI Research Paper Series
EERI RP 1986/01, Economics and Econometrics Research Institute (EERI), Brussels.
- Bollerslev, Tim, 1986. "Generalized autoregressive conditional heteroskedasticity," Journal of Econometrics, Elsevier, vol. 31(3), pages 307-327, April.
- Klaassen, Franc, 2004.
"Why is it so difficult to find an effect of exchange rate risk on trade?,"
Journal of International Money and Finance,
Elsevier, vol. 23(5), pages 817-839, September.
- Franc Klaassen, 2000. "Why is it so Difficult to Find an Effect of Exchange Rate Risk on Trade?," Econometric Society World Congress 2000 Contributed Papers 0133, Econometric Society.
- Klaassen, F.J.G.M., 1999. "Why is it so Difficult to Find An Effect of Exchange Rate Risk on Trade?," Discussion Paper 1999-73, Tilburg University, Center for Economic Research.
- Johansen, Soren, 1991. "Estimation and Hypothesis Testing of Cointegration Vectors in Gaussian Vector Autoregressive Models," Econometrica, Econometric Society, vol. 59(6), pages 1551-80, November.
- Viaene, Jean-Marie & de Vries, Casper G., 1992.
"International trade and exchange rate volatility,"
European Economic Review,
Elsevier, vol. 36(6), pages 1311-1321, August.
- Peter C.B. Phillips & Steven N. Durlauf, 1985.
"Multiple Time Series Regression with Integrated Processes,"
Cowles Foundation Discussion Papers
768, Cowles Foundation for Research in Economics, Yale University.
- Phillips, P C B & Durlauf, S N, 1986. "Multiple Time Series Regression with Integrated Processes," Review of Economic Studies, Wiley Blackwell, vol. 53(4), pages 473-95, August.
- Breusch, T S, 1978. "Testing for Autocorrelation in Dynamic Linear Models," Australian Economic Papers, Wiley Blackwell, vol. 17(31), pages 334-55, December.
- Ethier, Wilfred, 1973. "International Trade and the Forward Exchange Market," American Economic Review, American Economic Association, vol. 63(3), pages 494-503, June.
- Paul De Grauwe, 1988. "Exchange Rate Variability and the Slowdown in Growth of International Trade," IMF Staff Papers, Palgrave Macmillan, vol. 35(1), pages 63-84, March.
- Godfrey, Leslie G., 1978. "Testing for multiplicative heteroskedasticity," Journal of Econometrics, Elsevier, vol. 8(2), pages 227-236, October.
- Asseery, A. & Peel, D. A., 1991. "The effects of exchange rate volatility on exports : Some new estimates," Economics Letters, Elsevier, vol. 37(2), pages 173-177, October.
- Koray, Faik & Lastrapes, William D, 1989. "Real Exchange Rate Volatility and U.S. Bilateral Trade: A VAR Approach," The Review of Economics and Statistics, MIT Press, vol. 71(4), pages 708-12, November.
- Christopher F. Baum & Mustafa Caglayan & Neslihan Ozkan, 2004.
"Nonlinear effects of exchange rate volatility on the volume of bilateral exports,"
Journal of Applied Econometrics,
John Wiley & Sons, Ltd., vol. 19(1), pages 1-23.
- Christopher F. Baum & Mustafa Caglayan & Neslihan Ozkan, 2000. "Nonlinear Effects of Exchange Rate Volatility on the Volume of Bilateral Exports," Boston College Working Papers in Economics 488, Boston College Department of Economics, revised 30 Jul 2002.
- Wei, Shang-Jin, 1999.
"Currency hedging and goods trade,"
European Economic Review,
Elsevier, vol. 43(7), pages 1371-1394, June.
- Klein, Michael W., 1990. "Sectoral effects of exchange rate volatility on United States exports," Journal of International Money and Finance, Elsevier, vol. 9(3), pages 299-308, September.
- Pagan, Adrian, 1984. "Econometric Issues in the Analysis of Regressions with Generated Regressors," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 25(1), pages 221-47, February.
- Brodsky, David A., 1984. "Fixed versus flexible exchange rates and the measurement of exchange rate instability," Journal of International Economics, Elsevier, vol. 16(3-4), pages 295-306, May.
- Henriksson, Roy D & Merton, Robert C, 1981. "On Market Timing and Investment Performance. II. Statistical Procedures for Evaluating Forecasting Skills," The Journal of Business, University of Chicago Press, vol. 54(4), pages 513-33, October.
- McKenzie, Michael D. & Brooks, Robert D., 1997. "The impact of exchange rate volatility on German-US trade flows," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 7(1), pages 73-87, April.
- Demers, Michel, 1991. "Investment under Uncertainty, Irreversibility and the Arrival of Information over Time," Review of Economic Studies, Wiley Blackwell, vol. 58(2), pages 333-50, April.
- Franke, Gunter, 1991. "Exchange rate volatility and international trading strategy," Journal of International Money and Finance, Elsevier, vol. 10(2), pages 292-307, June.
- Engle, Robert F & Granger, Clive W J, 1987. "Co-integration and Error Correction: Representation, Estimation, and Testing," Econometrica, Econometric Society, vol. 55(2), pages 251-76, March.
- Arize, A. C., 1996. "Real exchange-rate volatility and trade flows: The experience of eight European economies," International Review of Economics & Finance, Elsevier, vol. 5(2), pages 187-205.
- Goldstein, Morris & Khan, Mohsin S., 1985. "Income and price effects in foreign trade," Handbook of International Economics, in: R. W. Jones & P. B. Kenen (ed.), Handbook of International Economics, edition 1, volume 2, chapter 20, pages 1041-1105 Elsevier.
- Weber, Henning & Herwartz, Helmut, 2008.
"When, how fast and by how much do trade costs change in the euro area?,"
2008/18, Free University Berlin, School of Business & Economics.
- Helmut Herwartz & Henning Weber, 2008. "When, How Fast and by How Much do Trade Costs change in the Euro Area?," SFB 649 Discussion Papers SFB649DP2008-065, Sonderforschungsbereich 649, Humboldt University, Berlin, Germany.
- Herwartz, Helmut & Weber, Henning, 2008. "When, how fast and by how much do trade costs change in the euro area?," Economics Working Papers 2008,17, Christian-Albrechts-University of Kiel, Department of Economics.
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