The paper uses the Self-Organizing Map for mapping the state of financial stability and visualizing the sources of systemic risks as well as for predicting systemic financial crises. The Self-Organizing Financial Stability Map (SOFSM) enables a two-dimensional representation of a...

This paper introduces a new methodology to date systemic financial stress events in a transparent, objective and reproducible way. The financial cycle is captured by a monthly country-specific financial stress index. Based on a Markov-switching model, high financial stress regimes are...

This report elucidates the risk channels for EU economies associated with international financial integration and provides an overview of the macroprudential policy options that are available to address these risks. It builds on the main insights from the rich academic literature developed...

Failing to account for joint dynamics of credit and asset prices can be hazardous for countercyclical macroprudential policy. We show that composite financial cycles, emphasising expansions and contractions common to credit and asset prices, powerfully predict systemic banking crises. Further,...

This report elucidates the risk channels for EU economies associated with international financial integration and provides an overview of the macroprudential policy options that are available to address these risks. It builds on the main insights from the rich academic literature developed...

This report elucidates the risk channels for EU economies associated with international financial integration and provides an overview of the macroprudential policy options that are available to address these risks. It builds on the main insights from the rich academic literature developed...

The paper uses the Self-Organizing Map for mapping the state of financial stability and visualizing the sources of systemic risks as well as for predicting systemic financial crises. The Self-Organizing Financial Stability Map (SOFSM) enables a two-dimensional representation of a...