A note on linear processes with tapered innovations
Probability
2019-05-07 v1
Abstract
In the paper we consider the partial sum process , where is a series of linear processes with innovations having heavy-tailed tapered distributions with tapering parameter depending on . It is shown that, depending on the properties of a filter of a linear process under consideration and on the parameter 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}
}