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Asymmetry In The Ems: New Evidence Based On Non-Linear Forecasts

Author

Listed:
  • Óscar Bajo Rubio

    (Departamento de Economía-UPNA)

  • Simón Sosvilla Rivero

    (FEDEA and Universidad Complutense de Madrid)

  • Fernando Fernández Rodríguez

    (Universidad de Las Palmas de Gran Canaria)

Abstract

In this paper we provide new evidence on the hypothesis of German leadership and asymmetric performance in the EMS, in the framework of causality tests, using daily data. Given the evidence about non-linearity in financial series, we propose applying non-linear forecasting methods based on the literature on complex dynamic systems. Our analysis covers nine countries, and the sample period runs until 30 April 1998, so including the more recent events in the EMS history. A comparison of our results with those obtained from standard linear econometric techniques leads us to conclude that inference on causality based on our non-linear predictors would be preferable to that based on the standard linear approach.

Suggested Citation

  • Óscar Bajo Rubio & Simón Sosvilla Rivero & Fernando Fernández Rodríguez, 2000. "Asymmetry In The Ems: New Evidence Based On Non-Linear Forecasts," Documentos de Trabajo - Lan Gaiak Departamento de Economía - Universidad Pública de Navarra 0001, Departamento de Economía - Universidad Pública de Navarra.
  • Handle: RePEc:nav:ecupna:0001
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    References listed on IDEAS

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    1. Oscar Bajo-Rubio & M. Dolores Montávez-Garcés, 2002. "Was There Monetary Autonomy in Europe on the Eve of Emu? the German Dominance Hypothesis Re-Examined," Journal of Applied Economics, Taylor & Francis Journals, vol. 5(2), pages 185-207, November.
    2. Bajo-Rubio, Oscar & Fernandez-Rodriguez, Fernando & Sosvilla-Rivero, Simon, 1992. "Chaotic behaviour in exchange-rate series : First results for the Peseta--U.S. dollar case," Economics Letters, Elsevier, vol. 39(2), pages 207-211, June.
    3. Scheinkman, Jose A & LeBaron, Blake, 1989. "Nonlinear Dynamics and Stock Returns," The Journal of Business, University of Chicago Press, vol. 62(3), pages 311-337, July.
    4. Melitz, Jacques, 1988. "Monetary Discipline and Cooperation in the European Monetary System: A Synthesis," CEPR Discussion Papers 219, C.E.P.R. Discussion Papers.
    5. Whitney K. Newey & Kenneth D. West, 1994. "Automatic Lag Selection in Covariance Matrix Estimation," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 61(4), pages 631-653.
    6. Edward H. Gardner & William R. M. Perraudin, 1993. "Asymmetry in the ERM: A Case Study of French and German Interest Rates Before and After German Unification," IMF Staff Papers, Palgrave Macmillan, vol. 40(2), pages 427-450, June.
    7. Fernandez-Rodriguez, Fernando & Sosvilla-Rivero, Simon & Andrada-Felix, Julian, 1999. "Exchange-rate forecasts with simultaneous nearest-neighbour methods: evidence from the EMS," International Journal of Forecasting, Elsevier, vol. 15(4), pages 383-392, October.
    8. Francesco Giavazzi & Marco Pagano, 1991. "The Advantage of Tying One's Hands: EMS Discipline and Central Bank Credibility," NBER Chapters, in: International Volatility and Economic Growth: The First Ten Years of The International Seminar on Macroeconomics, pages 303-330, National Bureau of Economic Research, Inc.
    9. 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.
    10. Koedijk, Kees G. & Kool, Clemens J. M., 1992. "Dominant interest and inflation differentials within the EMS," European Economic Review, Elsevier, vol. 36(4), pages 925-943, May.
    11. Phillips, P C B, 1987. "Time Series Regression with a Unit Root," Econometrica, Econometric Society, vol. 55(2), pages 277-301, March.
    12. Rogoff, Kenneth, 1985. "Can exchange rate predictability be achieved without monetary convergence? : Evidence from the EMS," European Economic Review, Elsevier, vol. 28(1-2), pages 93-115.
    13. Michele Fratianni & Juergen Hagen, 1990. "German dominance in the EMS," Open Economies Review, Springer, vol. 1(1), pages 67-87, February.
    14. Dolado, Juan J & Jenkinson, Tim & Sosvilla-Rivero, Simon, 1990. "Cointegration and Unit Roots," Journal of Economic Surveys, Wiley Blackwell, vol. 4(3), pages 249-273.
    15. Bajo-Rubio, Oscar & Sosvilla-Rivero, Simon & Fernandez-Rodriguez, Fernando, 2001. "Asymmetry in the EMS: New evidence based on non-linear forecasts," European Economic Review, Elsevier, vol. 45(3), pages 451-473, March.
    16. Hsieh, David A, 1989. "Testing for Nonlinear Dependence in Daily Foreign Exchange Rates," The Journal of Business, University of Chicago Press, vol. 62(3), pages 339-368, July.
    17. Johansen, Soren, 1995. "Likelihood-Based Inference in Cointegrated Vector Autoregressive Models," OUP Catalogue, Oxford University Press, number 9780198774501.
    18. Mizrach, B, 1992. "Multivariate Nearest-Neighbor Forecasts of EMS Exchange Rates," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 7(S), pages 151-163, Suppl. De.
    19. Karfakis, Costas J & Moschos, Demetrios M, 1990. "Interest Rate Linkages within the European Monetary System: A Time Series Analysis," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 22(3), pages 389-394, August.
    20. Diebold, Francis X. & Nason, James A., 1990. "Nonparametric exchange rate prediction?," Journal of International Economics, Elsevier, vol. 28(3-4), pages 315-332, May.
    21. repec:adr:anecst:y:1995:i:40:p:06 is not listed on IDEAS
    22. Brock, W.A. & Dechert, W.D. & LeBaron, B. & Scheinkman, J.A., 1995. "A Test for Independence Based on the Correlation Dimension," Working papers 9520, Wisconsin Madison - Social Systems.
    23. Jérôme Henry & Jens Weidmann, 1995. "Asymmetry in the EMS revisited: Evidence from the Causality Analysis of Daily Eurorates," Annals of Economics and Statistics, GENES, issue 40, pages 125-160.
    24. Ashley, R & Granger, C W J & Schmalensee, R, 1980. "Advertising and Aggregate Consumption: An Analysis of Causality," Econometrica, Econometric Society, vol. 48(5), pages 1149-1167, July.
    25. repec:syd:wpaper:144 is not listed on IDEAS
    26. Hassapis, Christis & Pittis, Nikitas & Prodromidis, Kyprianos, 1999. "Unit roots and Granger causality in the EMS interest rates: the German Dominance Hypothesis revisited," Journal of International Money and Finance, Elsevier, vol. 18(1), pages 47-73, January.
    27. Michele Fratianni & Juergen Hagen, 1992. "German dominance in the EMS:The empirical evidence," Open Economies Review, Springer, vol. 3(1), pages 127-128, February.
    28. Soofi, Abdol S. & Cao, Liangyue, 1999. "Nonlinear deterministic forecasting of daily Peseta-Dollar exchange rate," Economics Letters, Elsevier, vol. 62(2), pages 175-180, February.
    29. Phillips, P C B, 1987. "Time Series Regression with a Unit Root," Econometrica, Econometric Society, vol. 55(2), pages 277-301, March.
    30. Francesco Giavazzi & Alberto Giovannini, 1987. "Models of the EMS: is Europe a Greater Deutschmark Area?," International Economic Association Series, in: Ralph C. Bryant & Richard Portes (ed.), Global Macroeconomics: Policy Conflict and Cooperation, chapter 7, pages 237-272, Palgrave Macmillan.
    31. Cohen, Daniel & Wyplosz, Charles, 1989. "The European Monetary Union: An Agnostic Evaluation," CEPR Discussion Papers 306, C.E.P.R. Discussion Papers.
    32. Granger, C W J, 1969. "Investigating Causal Relations by Econometric Models and Cross-Spectral Methods," Econometrica, Econometric Society, vol. 37(3), pages 424-438, July.
    33. De Grauwe, Paul, 1989. "Is the European Monetary System a DM-Zone?," CEPR Discussion Papers 297, C.E.P.R. Discussion Papers.
    34. Hagen, Jurgen von & Fratianni, Michele, 1990. "German dominance in the EMS: evidence from interest rates," Journal of International Money and Finance, Elsevier, vol. 9(4), pages 358-375, December.
    35. Johansen, Soren, 1991. "Estimation and Hypothesis Testing of Cointegration Vectors in Gaussian Vector Autoregressive Models," Econometrica, Econometric Society, vol. 59(6), pages 1551-1580, November.
    36. Cao, Liangyue & Soofi, Abdol S., 1999. "Nonlinear deterministic forecasting of daily dollar exchange rates," International Journal of Forecasting, Elsevier, vol. 15(4), pages 421-430, October.
    37. Oscar Bajo-Rubio & M. Dolores Montávez-Garcés, "undated". "There was monetary autonomy in Europe on the eve of EMU?. The German dominance hypothesis re-examined," Studies on the Spanish Economy 52, FEDEA.
    38. Ralph C. Bryant & Richard Portes (ed.), 1987. "Global Macroeconomics: Policy Conflict and Cooperation," International Economic Association Series, Palgrave Macmillan, number 978-1-349-18916-8.
    39. Hsiao, Cheng, 1981. "Autoregressive modelling and money-income causality detection," Journal of Monetary Economics, Elsevier, vol. 7(1), pages 85-106.
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    More about this item

    Keywords

    Interest rates; European Monetary System; Non-linear forecasting;
    All these keywords.

    JEL classification:

    • C53 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Forecasting and Prediction Models; Simulation Methods
    • E43 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Interest Rates: Determination, Term Structure, and Effects
    • F33 - International Economics - - International Finance - - - International Monetary Arrangements and Institutions

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