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Currency Crises Models for Emerging Markets

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Author Info
P.J.G. Vlaar

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Abstract

In this paper, a new method is introduced to predict currency crises. The method models a continuous crisis index, based on depreciations and reserve losses. The fact that during currency crises, the behaviour of market participants differs from normal circumstances is modelled by means of model with two regimes, one for troubled, and one for normal times. Both the probability of entering the crisis regime, and the expected depreciation and volatility in this regime depend on economic circumstances. The probability of crisis can be explained by the real exchange rate, the inflation rate, the growth of the short-term debt over reserves ratio, the reserves over M2 ratio, and the imports over exports ratio, whereas the depth of a crisis is primarily related to local depreciations and the short term debt over reserves ratio. The most important factors for explaining current month's crisis index are recent changes in the exchange rate and reserves themselves however. The model is reasonably successful in predicting currency crises, also out of sample.

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Publisher Info
Paper provided by Netherlands Central Bank, Research Department in its series WO Research Memoranda (discontinued) with number 595.

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Date of creation: 1999
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Handle: RePEc:dnb:wormem:595

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Related research
Keywords: Panel data; endogenous jumps; two regime econometric model; fundamentals;

Find related papers by JEL classification:
C49 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Other
F31 - International Economics - - International Finance - - - Foreign Exchange
F34 - International Economics - - International Finance - - - International Lending and Debt Problems

Cited by:
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  1. Eduardo Borensztein & Catherine A. Pattillo & Andrew Berg, 2004. "Assessing Early Warning Systems: How Have They Worked in Practice?," IMF Working Papers 04/52, International Monetary Fund. [Downloadable!]
  2. Komulainen, Tuomas & Lukkarila, Johanna, 2003. "What drives financial crises in emerging markets?," BOFIT Discussion Papers 5/2003, Bank of Finland, Institute for Economies in Transition. [Downloadable!]
  3. Mironova Yuliya, 2007. "Elaboration of crisis early warning system for Kyrgyzstan," EERC Working Paper Series 03-084e, EERC Research Network, Russia and CIS. [Downloadable!]
  4. Joël van der Weele, 2005. "Financing development: debt versus equity," DNB Working Papers 038, Netherlands Central Bank, Research Department. [Downloadable!]
  5. Arias, Guillaume & Erlandsson, Ulf, 2004. "Regime switching as an alternative early warning system of currency crises - an application to South-East Asia," Working Papers 2004:11, Lund University, Department of Economics. [Downloadable!]
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