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A limit theorem for a class of stationary increments Lévy moving average process with multiple singularities

Authors :
Mathias Mørck Ljungdahl
Mark Podolskij
Source :
Modern Stochastics: Theory and Applications, Vol 5, Iss 3, Pp 297-316 (2018)
Publication Year :
2018
Publisher :
VTeX, 2018.

Abstract

In this paper we present some new limit theorems for power variations of stationary increment Lévy driven moving average processes. Recently, such asymptotic results have been investigated in [Ann. Probab. 45(6B) (2017), 4477–4528, Festschrift for Bernt Øksendal, Stochastics 81(1) (2017), 360–383] under the assumption that the kernel function potentially exhibits a singular behaviour at 0. The aim of this work is to demonstrate how some of the results change when the kernel function has multiple singularity points. Our paper is also related to the article [Stoch. Process. Appl. 125(2) (2014), 653–677] that studied the same mathematical question for the class of Brownian semi-stationary models.

Details

Language :
English
ISSN :
23516046 and 23516054
Volume :
5
Issue :
3
Database :
Directory of Open Access Journals
Journal :
Modern Stochastics: Theory and Applications
Publication Type :
Academic Journal
Accession number :
edsdoj.fbc1c1b0e283401a94e72d017d12d119
Document Type :
article
Full Text :
https://doi.org/10.15559/18-VMSTA111