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Non Linear Error Correction in Spot and Forward Exchange Rates

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  • David McMillan
  • Angela J Black

Abstract

Recent research has increasingly suggested that exchange rates may be characterised by non-linear behaviour which results from the existence of market frictions. This paper examines whether such non-linear behaviour is evident, not in rates themselves, but in the adjustment of rates back to some fundamental equilibrium. Thus, we examine a series of six spot and forward exchange rates to see whether a non-linear error-correction model, which exhibits asymmetric adjustment back to equilibrium either in terms of the size of the deviation from equilibrium or the sign of the deviation outperforms either a random walk model for rates or a linear error-correction model. Our in-sample results suggest that the non-linear models outperform both the linear models, with evidence of significant sign and size threshold effects. Out-of-sample forecasts lend further support for the non-linear models.

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Bibliographic Info

Paper provided by Centre for Research into Industry, Enterprise, Finance and the Firm in its series CRIEFF Discussion Papers with number 0103.

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Date of creation: Feb 2001
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Handle: RePEc:san:crieff:0103

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Keywords: Non-Linear Error-Correction; Forecasting; Spot and Forward Exchange Rates;

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  1. Dumas, Bernard, 1992. "Dynamic Equilibrium and the Real Exchange Rate in a Spatially Separated World," Review of Financial Studies, Society for Financial Studies, vol. 5(2), pages 153-80.
  2. Maurice Obstfeld & Alan M. Taylor, 1997. "Nonlinear Aspects of Goods-Market Arbitrage and Adjustment: Heckscher's Commodity Points Revisited," NBER Working Papers 6053, National Bureau of Economic Research, Inc.
  3. De Long, J Bradford & Andrei Shleifer & Lawrence H. Summers & Robert J. Waldmann, 1990. "Noise Trader Risk in Financial Markets," Journal of Political Economy, University of Chicago Press, vol. 98(4), pages 703-38, August.
  4. He, Hua & Modest, David M, 1995. "Market Frictions and Consumption-Based Asset Pricing," Journal of Political Economy, University of Chicago Press, vol. 103(1), pages 94-117, February.
  5. Escribano, Alvaro & Pfann, Gerard A., 1998. "Non-linear error correction, asymmetric adjustment and cointegration," Economic Modelling, Elsevier, vol. 15(2), pages 197-216, April.
  6. Alvaro Escribano & Santiago Mira, 2001. "Nonlinear error correction models," Documentos de trabajo conjunto ULL-ULPGC 2001-03, Facultad de Ciencias Económicas de la ULPGC.
  7. Biais, Bruno & Hillion, Pierre, 1994. "Insider and Liquidity Trading in Stock and Options Markets," Review of Financial Studies, Society for Financial Studies, vol. 7(4), pages 743-80.
  8. Shleifer, Andrei & Summers, Lawrence H, 1990. "The Noise Trader Approach to Finance," Journal of Economic Perspectives, American Economic Association, vol. 4(2), pages 19-33, Spring.
  9. Kyle, Albert S, 1985. "Continuous Auctions and Insider Trading," Econometrica, Econometric Society, vol. 53(6), pages 1315-35, November.
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