On regular variation for infinitely divisible random vectors and additive processes

Citation
Hult, Henrik et Lindskog, Filip, On regular variation for infinitely divisible random vectors and additive processes, Advances in applied probability , 38(1), 2006, pp. 134-148
ISSN journal
00018678
Volume
38
Issue
1
Year of publication
2006
Pages
134 - 148
Database
ACNP
SICI code
Abstract
We study the tail behavior of regularly varying infinitely divisible random vectors and additive processes, i.e. stochastic processes with independent but not necessarily stationary increments. We show that the distribution of an infinitely divisible random vector is tail equivalent to its Lévy measure and we study the asymptotic decay of the probability for an additive process to hit sets far away from the origin. The results are extensions of known univariate results to the multivariate setting; we exemplify some of the difficulties that arise in the multivariate case.