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Regime switching as an alternative early warning system of currency crises - an application to South-East Asia

  • Arias, Guillaume


    (Centre d’Economie et de Finances Internationales (CEFI), Université de la Méditerranée Aix-Marseille II)

  • Erlandsson, Ulf

    (Department of Economics, Lund University)

In this paper we develop an early warning system of currency crises based on the Markov switching methodology. Constructed data on speculative pressure from six Asian countries indicate that currency crises are mainly captured through volatility effects. Based on an extensive survey, we test potential determinants of exiting the tranquil state and find a number of variables with significant medians across the panel. Using these candidates, we obtain final specifications using a recently proposed penalized maximum likelihood methodology. The method enables us to extract smoother transition probabilities than in the standard case, reflecting the need of policy makers to have advance warning in the medium to long term ratherthan the short term. Our forecasting results indicate that the approach is useful in the early warning of currency crises setting.

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Paper provided by Lund University, Department of Economics in its series Working Papers with number 2004:11.

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Length: 37 pages
Date of creation: 15 Mar 2004
Date of revision:
Handle: RePEc:hhs:lunewp:2004_011
Contact details of provider: Postal: Department of Economics, School of Economics and Management, Lund University, Box 7082, S-220 07 Lund,Sweden
Phone: +46 +46 222 0000
Fax: +46 +46 2224613
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