Limit theorems for linear processes with tapered innovations and filters
Probability
2021-11-17 v1
Abstract
In the paper we consider the partial sum process , where is a series of linear processes with tapered filter and heavy-tailed tapered innovations . Both tapering parameters and grow to as . The limit behavior of the partial sum process depends on the growth of these two tapering parameters and dependence properties of a linear process with non-tapered filter and non-tapered innovations. We consider the case where grows relatively slow (soft tapering), and all three cases of growth of (strong, weak, and moderate tapering). In these cases the limit processes (in the sense of convergence of finite dimensional distributions) are Gaussian.
Cite
@article{arxiv.2111.08321,
title = {Limit theorems for linear processes with tapered innovations and filters},
author = {Vygantas Paulauskas},
journal= {arXiv preprint arXiv:2111.08321},
year = {2021}
}
Comments
23 pages