multivariate returns' distribution, thereby providing a tool to investigate the impact of shocks on the characteristics of the … subsequent distribution. For this purpose, we present a new methodology to describe the joint distribution of returns in a non …-normal setting. This methodology allows to gain a better understanding of the temporal evolution of the returns' distribution and can …