Early Warning Systems [electronic resource] : A Survey and a Regime-Switching Approach / Abdul Abiad.
Material type: TextSeries: IMF Working Papers; Working Paper ; No. 03/32Publication details: Washington, D.C. : International Monetary Fund, 2003Description: 1 online resource (60 p.)ISBN: 1451845138 :ISSN: 1018-5941Subject(s): Asian Crisis | Contagion | Currency Crises | Currency Crisis | Early Warning System | Forecasting and Other Model Applications | Indonesia | Korea, Republic of | Malaysia | Philippines | ThailandAdditional physical formats: Print Version:: Early Warning Systems : A Survey and a Regime-Switching ApproachOnline resources: IMF e-Library | IMF Book Store Abstract: Previous early-warning systems (EWSs) for currency crises have relied on models that require a priori dating of crises. This paper proposes an alternative EWS, based on a Markov-switching model, which identifies and characterizes crisis periods endogenously; this also allows the model to utilize information contained in exchange rate dynamics. The model is estimated using data for the period 1972-99 for the Asian crisis countries, taking a country-by-country approach. The model outperforms standard EWSs, both in signaling crises and reducing false alarms. Two lessons emerge. First, accounting for the dynamics of exchange rates is important. Second, different indicators matter for different countries, suggesting that the assumption of parameter constancy underlying panel estimates of EWSs may contribute to poor performance.Previous early-warning systems (EWSs) for currency crises have relied on models that require a priori dating of crises. This paper proposes an alternative EWS, based on a Markov-switching model, which identifies and characterizes crisis periods endogenously; this also allows the model to utilize information contained in exchange rate dynamics. The model is estimated using data for the period 1972-99 for the Asian crisis countries, taking a country-by-country approach. The model outperforms standard EWSs, both in signaling crises and reducing false alarms. Two lessons emerge. First, accounting for the dynamics of exchange rates is important. Second, different indicators matter for different countries, suggesting that the assumption of parameter constancy underlying panel estimates of EWSs may contribute to poor performance.
Description based on print version record.
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