Prague Economic Papers 2017, 26(6):690-721 | DOI: 10.18267/j.pep.634

Foreign Exchange Market Contagion in Central Europe from the Viewpoint of Extreme Value Theory

Narcisa Kadlčáková1, Luboš Komárek2
1 Czech National Bank, Czech Republic (narcisakad@yahoo.com)
2 Czech National Bank, Czech Republic (lubos.komarek@cnb.cz)

This paper examines contagion in the foreign exchange markets of three Central European countries and the euro area. Contagion is viewed as the occurrence of extreme events taking place in different countries simultaneously and is assessed with a measure of asymptotic tail dependence among the studied distributions. Currency crisis contagion is one strand of this research. However, the main aim of the paper is to examine the potential of bubble contagion. To this end the representative exchange rates are linked to their fundamentals using a cointegration approach. Given the long-time range required by cointegration testing, the variables are first tested for unit roots with structural breaks, whose existence is supported by these tests. In the sequel, the extreme values of the differences between actual daily exchange rates and their monthly equilibrium values determine the episodes associated with large departures from equilibrium. Using tools from Extreme Value Theory, we analyse the transmission of both standard crisis and bubble formation events in the examined currency markets. The results reveal a significant potential for contagion in the currency markets of Central Europe.

Keywords: exchange rate, extreme value theory, contagion
JEL classification: C58, E44, G12

Published: December 1, 2017  Show citation

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Kadlčáková, N., & Komárek, L. (2017). Foreign Exchange Market Contagion in Central Europe from the Viewpoint of Extreme Value Theory. Prague Economic Papers26(6), 690-721. doi: 10.18267/j.pep.634
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References

  1. Andrews, D. W. K., Ploberger, W. (1994). Optimal Tests When a Nuisance Parameter is Present Only under the Alternative. Econometrica, 62(6), 1383-1414, https://doi.org/10.2307/2951753 Go to original source...
  2. Bubák, V., Kočenda E., Žikeš, F. (2011). Volatility Transmission in Emerging European Foreign Exchange Markets. Journal of Banking and Finance, 35(11), 2829-2841, https://doi.org/10.1016/j.jbankfin.2011.03.012 Go to original source...
  3. Cumperayot, P., Kouwenberg, R. (2013). Early Warning Systems for Currency Crises: A Multivariate Extreme Value Approach. Journal of International Money and Finance, 36, 151-171, https://doi.org/10.1016/j.jimonfin.2013.03.008 Go to original source...
  4. Eichengreen, B., Rose, A. K., Wyplosz, C. (1996). Contagious Currency Crises. National Bureau of Economic Research. Cambridge Working Paper No. 5681, https://doi.org/10.3386/w5681 Go to original source...
  5. Embrechts, P., McNeill, A., Straumann, D. (2002). Correlation and Dependence Properties in Risk Management: Properties and Pitfalls. Risk Management: Value at Risk and Beyond, Cambridge: Cambridge University Press, https://doi.org/10.1017/cbo9780511615337.008 Go to original source...
  6. Engel, C., West, K. D. (2004). Exchange Rates and Fundamentals. National Bureau of Economic Research. Cambridge Working Paper No. 10723, https://doi.org/10.3386/w10723 Go to original source...
  7. Hartmann, P., Straetmans, S., de Vries, C. G. (2004). Asset Market Linkages in Crisis Periods. The Review of Economics and Statistics, 86(1), 313-326, https://doi.org/10.1162/003465304323023831 Go to original source...
  8. Hartmann, P., Straetmans, S., de Vries, C. G. (2010). Heavy Tails and Currency Crises. Journal of Empirical Finance, 17, (2), 241-254, https://doi.org/10.1016/j.jempfin.2009.09.004 Go to original source...
  9. Kaminsky, G. L., Lizondo, S., Reinhart, C. M. (1998). Leading Indicators of Currency Crises. Staff Papers, 45(1). Go to original source...
  10. Kaminsky, G. L., Reinhart, C. M. (2000). On Crises, Contagion and Confusion. Journal of International Economics, 15(1), 145-168, https://doi.org/10.1016/s0022-1996(99)00040-9 Go to original source...
  11. Kaminsky, G. L. (2003). Varieties of Currency Crises. National Bureau of Economic Research. Cambridge Working Paper No. 10193, https://doi.org/10.3386/w10193 Go to original source...
  12. Kaminsky, G. L. (2006). Currency Crises: Are They All the Same? Journal of International Money and Finance, 25(3), 503-527, https://doi.org/10.1016/j.jimonfin.2006.01.002 Go to original source...
  13. Kim, D., Perron, P. (2009). Unit Root Tests Allowing for a Break in the Trend Function at an Unknown Time under Both the Null and Alternative Hypotheses. Journal of Econometrics, 148(1), 1-13, https://doi.org/10.1016/j.jeconom.2008.08.019 Go to original source...
  14. Komárek, L. Kubicová, I. (2011). The Classification and Identification of Asset Price Bubbles. Czech Journal of Economics and Finance 61(1), 34-48.
  15. Ledford, A. W., Tawn, J. A. (1996). Statistics for Near Independence in Multivariate Extreme Values. Biometrika, 83(1), 169-187, https://doi.org/10.1093/biomet/83.1.169 Go to original source...
  16. Loaiza-Maya, R.A., J. E. Gomez-Gonzales, Melo-Velandia, L. F. (2015). Exchange Rate Contagion in Latin America. Research in International Business and Finance, 34, 355-367, https://doi.org/10.1016/j.ribaf.2015.02.019 Go to original source...
  17. Perron, P. (1989). The Great Crash, the Oil Price Shock, and the Unit Root Hypothesis. Econometrica, 57(6), 1361-1401, https://doi.org/10.2307/1913712 Go to original source...
  18. Perron, P., Yabu, T. (2007). Testing for Shifts in Trend with an Integrated or Stationary Noise Component. Journal of Business and Economic Statistics, American Statistical Association, 27(3), 369-396, https://doi.org/10.1198/jbes.2009.07268 Go to original source...
  19. Poon, S., Rockinger, M., Tawn, J. (2003). Extreme-Value Dependence in Financial Markets: Diagnostics, Models and Financial Implications. Review of Financial Studies, 17(2), 581-610, https://doi.org/10.1093/rfs/hhg058 Go to original source...
  20. Schmuki, S. N. (2008). Tail Dependence: Implementation, Analysis, and Study of the Most Recent Concepts. Master Thesis, Swiss Federal Institute of Technology Zurich.
  21. Vries, de, C. G. (2005). The Simple Economics of Bank Fragility. Journal of Banking and Finance, 29(4), 803-825, https://doi.org/10.1016/j.jbankfin.2004.08.003 Go to original source...

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