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Parameter estimation for the skew Ornstein-Uhlenbeck processes based on discrete observations.

Authors :
Xing, Xiaoyu
Zhao, Danfeng
Li, Bing
Source :
Communications in Statistics: Theory & Methods. 2020, Vol. 49 Issue 9, p2176-2188. 13p.
Publication Year :
2020

Abstract

In this paper, the drift parameter estimation for the one-dimensional skew Ornstein-Uhlenbeck process is considered. We derived the moment estimator in terms of the sample moments and invariant density. Then, we proved the strong consistency and asymptotic normality. Finally, some numerical experiments are presented to show the effect of the moment estimator. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
03610926
Volume :
49
Issue :
9
Database :
Academic Search Index
Journal :
Communications in Statistics: Theory & Methods
Publication Type :
Academic Journal
Accession number :
142247173
Full Text :
https://doi.org/10.1080/03610926.2019.1568490