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The Drivers of the CEE Exchange Rate Volatility - Empirical Perspective in the context of the Recent Financial Crisis

Author

Listed:
  • Morar Triandafil, Cristina

    (National Bank of Romania)

  • Brezeanu, Petre

    (Academy of Economic Studies, Bucharest)

  • Huidumac, Catalin

    (Academy of Economic Studies, Bucharest)

  • Morar Triandafil, Adrian

    (Romanian Banking Institute)

Abstract
This paper focuses on the CEE countries volatility captured by the exchange rate dynamics. In the first part, the spillover phenomenon is analyzed from the perspective of the recent financial crisis, where cross-border capital flows increased the risk of financial contagion. Volatility will be approached bi-dimensionally, from the perspective of the permanent and transitory dimensions. We conclude that volatility is of long-term nature in the CEE countries, with a certain degree of pecularity in terms of shock reaction. In the second part, a research on the key determinants of the exchange rate volatility is conducted. Variables originating in financial markets were selected – EMBI spreads, Central Bank interest rate – as well as macroeconomic fundamentals – inflation, CROI index - in order to identify factors by which volatility pattern can be depicted. The key result of the research points toward a deep correlation of the exchange rate volatility between the CEE countries and the Euro Zone, implying the necessity to develop strong financial management strategies at the macroeconomic level, capable of annihilating the transmission belt crisis mechanisms.

Suggested Citation

  • Morar Triandafil, Cristina & Brezeanu, Petre & Huidumac, Catalin & Morar Triandafil, Adrian, 2011. "The Drivers of the CEE Exchange Rate Volatility - Empirical Perspective in the context of the Recent Financial Crisis," Journal for Economic Forecasting, Institute for Economic Forecasting, vol. 0(1), pages 212-229, March.
    • Handle: RePEc:rjr:romjef:v::y:2011:i:1:p:212-229
    as

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    References listed on IDEAS

    as
    1. Guillermo A. Calvo & Carmen M. Reinhart, 2002. "Fear of Floating," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 117(2), pages 379-408.
    2. Luc Bauwens & Sébastien Laurent & Jeroen V. K. Rombouts, 2006. "Multivariate GARCH models: a survey," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 21(1), pages 79-109, January.
    3. repec:zbw:bofitp:2004_020 is not listed on IDEAS
    4. Angela Black & David McMillan, 2004. "Long run trends and volatility spillovers in daily exchange rates," Applied Financial Economics, Taylor & Francis Journals, vol. 14(12), pages 895-907.
    5. Mr. Marcus Pramor & Ms. Natalia T. Tamirisa, 2006. "Common Volatility Trends in the Central and Eastern European Currencies and the Euro," IMF Working Papers 2006/206, International Monetary Fund.
    6. Roberto Rigobón & Kristin Forbes, 2001. "Contagion in Latin America: Definitions, Measurement, and Policy Implications," Economía Journal, The Latin American and Caribbean Economic Association - LACEA, vol. 0(Spring 20), pages 1-46, January.
    7. Andrew Harvey & Esther Ruiz & Neil Shephard, 1994. "Multivariate Stochastic Variance Models," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 61(2), pages 247-264.
    8. Klaassen, F.J.G.M., 1999. "Have Exchange Rates Become More Closely Tied? Evidence from a New Multivariate GARCH Model," Other publications TiSEM af43cd1c-9656-4e45-bfd1-f, Tilburg University, School of Economics and Management.
    9. Paul De Grauwe & Gunther Schnabl, 2004. "Exchange Rate Regimes and Macroeconomic Stability in Central and Eastern Europe," CESifo Working Paper Series 1182, CESifo.
    10. Bollerslev, Tim, 1986. "Generalized autoregressive conditional heteroskedasticity," Journal of Econometrics, Elsevier, vol. 31(3), pages 307-327, April.
    11. Beveridge, Stephen & Nelson, Charles R., 1981. "A new approach to decomposition of economic time series into permanent and transitory components with particular attention to measurement of the `business cycle'," Journal of Monetary Economics, Elsevier, vol. 7(2), pages 151-174.
    12. Kobor, Adam & Szekely, Istvan P., 2004. "Foreign exchange market volatility in EU accession countries in the run-up to Euro adoption: weathering uncharted waters," Economic Systems, Elsevier, vol. 28(4), pages 337-352, December.
    13. Joseph P. Byrne & E. Philip Davis, 2005. "The Impact of Short‐ and Long‐run Exchange Rate Uncertainty on Investment: A Panel Study of Industrial Countries," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 67(3), pages 307-329, June.
    14. Philippe Aghion & Philippe Bacchetta & Romain Rancière & Kenneth Rogoff, 2005. "Productivity growth and the exchange rate regime: The role of financial development," Economics Working Papers 850, Department of Economics and Business, Universitat Pompeu Fabra.
    15. Nicoleta Ciurila & Bogdan Murarasu, 2008. "Inflation Dynamics in Romania - a New Keynesian Perspective," European Research Studies Journal, European Research Studies Journal, vol. 0(4), pages 31-38.
    16. Louis Kuijs & Alain Borghijs, 2004. "Exchange Rates in Central Europe: A Blessing or a Curse?," IMF Working Papers 2004/002, International Monetary Fund.
    17. Bollerslev, Tim, 1990. "Modelling the Coherence in Short-run Nominal Exchange Rates: A Multivariate Generalized ARCH Model," The Review of Economics and Statistics, MIT Press, vol. 72(3), pages 498-505, August.
    18. Michael Melvin & Bettina Peiers Melvin, 2003. "The Global Transmission of Volatility in the Foreign Exchange Market," The Review of Economics and Statistics, MIT Press, vol. 85(3), pages 670-679, August.
    19. Altar, Moisa & Necula, Ciprian & Bobeica, Gabriel, 2008. "Modeling The Economic Growth In Romania. The Influence Of Fiscal Regimes," Journal for Economic Forecasting, Institute for Economic Forecasting, vol. 5(4), pages 146-160, December.
    20. Engle, Robert F, 1982. "Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflation," Econometrica, Econometric Society, vol. 50(4), pages 987-1007, July.
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    More about this item

    Keywords

    volatility; component; transitory; permanent; spillover;
    All these keywords.

    JEL classification:

    • G1 - Financial Economics - - General Financial Markets
    • G00 - Financial Economics - - General - - - General

    Statistics

    Access and download statistics

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