Back to Search Start Over

Maximum likelihood estimation for reflected Ornstein-Uhlenbeck processes with jumps.

Authors :
Zhao, Huiyan
Zhang, Chongqi
Source :
Communications in Statistics: Theory & Methods; 2019, Vol. 48 Issue 5, p1221-1233, 13p
Publication Year :
2019

Abstract

In this paper, we investigate the maximum likelihood estimation for the reflected Ornstein-Uhlenbeck processes with jumps based on continuous observations. We derive likelihood functions by using semimartingale theory. From this we get explicit formulas for estimators. The strong consistence and asymptotic normality of estimators are proved by using the method of stochastic integration. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
03610926
Volume :
48
Issue :
5
Database :
Complementary Index
Journal :
Communications in Statistics: Theory & Methods
Publication Type :
Academic Journal
Accession number :
136782549
Full Text :
https://doi.org/10.1080/03610926.2018.1425451