Forecasting VaR and ES using a joint quantile regression and implications in portfolio allocation

Luca Merlo, Lea Petrella, Valentina Raponi

In this paper we propose a multivariate quantile regression framework to forecast Value at Risk (VaR) and Expected Shortfall (ES) of multiple financial assets simultaneously, exten…