English

Functional central limit theorem for negatively dependent heavy-tailed stationary infinitely divisible processes generated by conservative flows

Probability 2015-04-07 v1

Abstract

We prove a functional central limit theorem for partial sums of symmetric stationary long range dependent heavy tailed infinitely divisible processes with a certain type of negative dependence. Previously only positive dependence could be treated. The negative dependence involves cancellations of the Gaussian second order. This leads to new types of limiting processes involving stable random measures, due to heavy tails, Mittag-Leffler processes, due to long memory, and Brownian motions, due to the Gaussian second order cancellations.

Keywords

Cite

@article{arxiv.1504.00935,
  title  = {Functional central limit theorem for negatively dependent heavy-tailed stationary infinitely divisible processes generated by conservative flows},
  author = {Paul Jung and Takashi Owada and Gennady Samorodnitsky},
  journal= {arXiv preprint arXiv:1504.00935},
  year   = {2015}
}

Comments

35 pages

R2 v1 2026-06-22T09:09:49.437Z