Data driven value-at-risk forecasting using a SVR-GARCH-KDE hybrid

Marius Lux, Wolfgang Karl Härdle, Stefan Lessmann

Appropriate risk management is crucial to ensure the competitiveness of financial institutions and the stability of the economy. One widely used financial risk measure is Value-at-…