An Alternative View of Exchange Market Pressure Episodes in Emerging Europe: An Analysis Using Extreme Value Theory (EVT)

28 Pages Posted: 10 Jul 2015

See all articles by Frigyes Ferdinand Heinz

Frigyes Ferdinand Heinz

European Central Bank (ECB)

Desislava Rusinova

European Central Bank (ECB) - Directorate General International and European Relations

Date Written: July 9, 2015

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.

Keywords: Currency crisis, Contagion, Exchange market pressure, Extreme value theory, Macroeconomic imbalances

JEL Classification: C10, E44, F37, F32, G01

Suggested Citation

Heinz, Frigyes Ferdinand and Rusinova, Desislava, An Alternative View of Exchange Market Pressure Episodes in Emerging Europe: An Analysis Using Extreme Value Theory (EVT) (July 9, 2015). ECB Working Paper No. 1818, Available at SSRN: https://ssrn.com/abstract=2628734 or http://dx.doi.org/10.2139/ssrn.2628734

Frigyes Ferdinand Heinz

European Central Bank (ECB) ( email )

Kaiserstrasse 29
D-60311 Frankfurt am Main
Germany
8219 (Phone)
6320 (Fax)

Desislava Rusinova (Contact Author)

European Central Bank (ECB) - Directorate General International and European Relations ( email )

Kaiserstrasse 29
D-60311 Frankfurt am Main
Germany

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