Uniform asymptotic normality of weighted sums of short-memory linear processes
Probability
2019-09-26 v1
Abstract
Let be a short-memory linear process of random variables. For , let be a bounded set of real-valued functions on with finite -variation. It is proved that converges in outer distribution in the Banach space of bounded functions on as . Several applications to a regression model and a multiple change point model are given.
Keywords
Cite
@article{arxiv.1909.11434,
title = {Uniform asymptotic normality of weighted sums of short-memory linear processes},
author = {Rimas Norvaiša and Alfredas Račkauskas},
journal= {arXiv preprint arXiv:1909.11434},
year = {2019}
}
Comments
22 pages