Measuring tail risk at high-frequency: An $L_1$-regularized extreme value regression approach with unit-root predictors

Julien Hambuckers, Li Sun, Luca Trapin

We study tail risk dynamics in high-frequency financial markets and their connection with trading activity and market uncertainty. We introduce a dynamic extreme value regression m…