This work develops an early warning system framework for assessing systemic risks and for predicting systemic events, i.e. periods of extreme financial instability with potential real costs, over the short horizon of six quarters and the long horizon of twelve quarters on the panel of 14...

This paper contributes to the literature on early warning indicators by applying a Bayesian model averaging approach. Our analysis, based on Austrian data, is carried out in two steps: First, we construct a quarterly financial stress index (AFSI) quantifying the level of stress in the Austrian...

This paper explores the role of private credit variables as early warning indicators (EWIs) of banking crises in context of emerging economies. The performance is evaluated by using receiver operating characteristics (ROC) curve and area under the curve (AUC) on long series on credit to the...