This paper presents a hybrid model for predicting the occurrence of currency crises by using the artificial intelligence tools. The model combines the learning ability of the artificial neural network (ANN) with the inference mechanism of the empirical mode decomposition (EMD) technique. Thus,...

This research paper aims to analyse some Early Warning Systems (EWS) for predicting financial crises. The importance of such a study is undeniable in the context of the current and future mix of policies applied by the monetary authority, in which financial stability and price stability play an...

Traditionally, nancial crisis Early Warning Systems (EWSs) rely on macroeconomic leading indicators to forecast the occurrence of such events. This paper extends such discrete-choice EWSs by taking into account the persistence of the crisis phenomenon. The dynamic logit EWS is estimated using an...

Traditionally, financial crisis Early Warning Systems (EWSs) have relied on macroeconomic leading indicators when forecasting the occurrence of such events. This paper extends such discrete-choice EWSs by taking the persistence of the crisis phenomenon into account. The dynamic logit EWS is...

This paper builds upon the model of Kaminsky and Reinhart (1999) and extends it to triplecrises. It applies a new visualisation approach combining elements of an event study analysis and a fan chart technique. This approach illustrates the deviation of fundamentals in the runup to...

This research paper aims to analyse some Early Warning Systems (EWS) for predicting financial crises. The importance of such a study is undeniable in the context of the current and future mix of policies applied by the monetary authority, in which financial stability and price stability play an...

The object of this paper is to develop an Early Warning System of Macro Vulnerability for several Latin American countries based on previous work of Kaminsky, Lizondo and Reinhart (1997) and Kaminsky (1998). We build a composite leading indicator that signals macroeconomic vulnerability, showing...

This paper analyzes the behavior of output during currency crises using a sample of 195 crisis episodes in 91 developing countries during 1970-98. It finds that more than two-fifths of the crises in the sample were expansionary, and that output contraction was greater in large and more developed...

We propose a measure of the probability of crises associated with an aggregate indicator, where the percentage of false alarms and the proportion of missed signals can be combined to give an appreciation of the vulnerability of an economy. In this perspective, the important issue is not only to...