Statistical models for dynamics in extreme value processes

Bernhard Spangl, Sascha Desmettre, Peter Ruckdeschel

We study four different approaches to model time-dependent extremal behavior: dynamics introduced by (a) a state-space model (SSM), (b) a shot-noise-type process with GPD marginals…