English

A note on linear processes with tapered innovations

Probability 2019-05-07 v1

Abstract

In the paper we consider the partial sum process k=1[nt]Xk(n)\sum_{k=1}^{[nt]}X_k^{(n)}, where {Xk(n), kZ}, n1,\{X_k^{(n)}, \ k\in Z\},\ n\ge 1, is a series of linear processes with innovations having heavy-tailed tapered distributions with tapering parameter bnb_n depending on nn. It is shown that, depending on the properties of a filter of a linear process under consideration and on the parameter bnb_n defining if the tapering is hard or soft, the limit process for such partial sum process can be fractional Brownian motion or linear fractional stable motion.

Keywords

Cite

@article{arxiv.1905.01891,
  title  = {A note on linear processes with tapered innovations},
  author = {Vygantas Paulauskas},
  journal= {arXiv preprint arXiv:1905.01891},
  year   = {2019}
}
R2 v1 2026-06-23T08:57:49.908Z