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An alternative view of exchange market pressure episodes in emerging Europe: an analysis using Extreme Value Theory (EVT)
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An alternative view of exchange market pressure episodes in emerging Europe: an analysis using Extreme Value Theory (EVT)

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  • Heinz, Frigyes Ferdinand
  • Rusinova, Desislava

Abstract

Using extreme value theory tools, we demonstrate that the distributions of the exchange market pressure (EMP) series for most of twelve emerging Europe countries have heavy tails, and disregarding their tail properties may lead to substantial underestimation of the probability of tail events. Using an extreme-value-based EMP crisis definition leads to a different set of crisis determinants compared to a definition based on standard errors. The probability of extreme EMP periods in our sample is affected by global risk aversion, regional contagion, the level of international reserves, foreign direct investment, history of past crises and accumulated domestic credit and real exchange rate related imbalances. JEL Classification: C10, E44, F37, F32, G01

Suggested Citation

  • Heinz, Frigyes Ferdinand & Rusinova, Desislava, 2015. "An alternative view of exchange market pressure episodes in emerging Europe: an analysis using Extreme Value Theory (EVT)," Working Paper Series 1818, European Central Bank.
    • Handle: RePEc:ecb:ecbwps:20151818
    Note: 699943
    as

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    References listed on IDEAS

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    1. Joshua Aizenman & Jaewoo Lee & Vladyslav Sushko, 2012. "From the Great Moderation to the Global Crisis: Exchange Market Pressure in the 2000s," Open Economies Review, Springer, vol. 23(4), pages 597-621, September.
    2. Maria Milesi-Ferretti, Gian & Razin, Assaf, 1998. "Sharp reductions in current account deficits An empirical analysis," European Economic Review, Elsevier, vol. 42(3-5), pages 897-908, May.
    3. Manfred Gilli & Evis këllezi, 2006. "An Application of Extreme Value Theory for Measuring Financial Risk," Computational Economics, Springer;Society for Computational Economics, vol. 27(2), pages 207-228, May.
    4. Reza Siregar & Victor Pontines & Ramkishen Rajan,, 2004. "Extreme Value Theory and the Incidence of Currency Crises," Econometric Society 2004 Australasian Meetings 181, Econometric Society.
    5. Pentecost, Eric J. & Van Hooydonk, Charlotte & Van Poeck, Andre, 2001. "Measuring and estimating exchange market pressure in the EU," Journal of International Money and Finance, Elsevier, vol. 20(3), pages 401-418, June.
    6. Pozo, Susan & Amuedo-Dorantes, Catalina, 2003. "Statistical distributions and the identification of currency crises," Journal of International Money and Finance, Elsevier, vol. 22(4), pages 591-609, August.
    7. Koedijk, Kees G & Kool, Clemens J M, 1992. "Tail Estimates of East European Exchange Rates," Journal of Business & Economic Statistics, American Statistical Association, vol. 10(1), pages 83-96, January.
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    Cited by:

    1. Hossfeld, Oliver & Pramor, Marcus, 2018. "Global liquidity and exchange market pressure in emerging market economies," Discussion Papers 05/2018, Deutsche Bundesbank.
    2. Mouridi M. HAMIDOU & Joseph K. Mung'atu & George O. Orwa, 2018. "Return Levels Approach and Periods of Currency Crises," Journal of Mathematics Research, Canadian Center of Science and Education, vol. 10(3), pages 77-96, June.

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    More about this item

    Keywords

    contagion; Currency crisis; Exchange market pressure; Extreme value theory; Macroeconomic imbalances;
    All these keywords.

    JEL classification:

    • C10 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - General
    • E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy
    • F37 - International Economics - - International Finance - - - International Finance Forecasting and Simulation: Models and Applications
    • F32 - International Economics - - International Finance - - - Current Account Adjustment; Short-term Capital Movements
    • G01 - Financial Economics - - General - - - Financial Crises

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