Self-normalized partial sums of heavy-tailed time series

Muneya Matsui, Thomas Mikosch, Olivier Wintenberger

We study the joint limit behavior of sums, maxima and ${\ell }^p$-type moduli for samples taken from an ${\mathbb{R}}^d$-valued regularly varying stationary sequence with infinite varia…