Well-balanced Levy Driven Ornstein-Uhlenbeck Processes
Probability
2013-01-08 v2
Abstract
In this paper we introduce the well-balanced L\'{e}vy driven Ornstein-Uhlenbeck process as a moving average process of the form . In contrast to L\'{e}vy driven Ornstein-Uhlenbeck processes the well-balanced form possesses continuous sample paths and an autocorrelation function which is decreasing not purely exponential but of the order . Furthermore, depending on the size of it allows both for positive and negative correlation of increments. We indicate how the well-balanced Ornstein-Uhlenbeck process might be used as mean or volatility process in stochastic volatility models.
Cite
@article{arxiv.1012.0691,
title = {Well-balanced Levy Driven Ornstein-Uhlenbeck Processes},
author = {Alexander Schnurr and Jeannette H. C. Woerner},
journal= {arXiv preprint arXiv:1012.0691},
year = {2013}
}
Comments
16 pages, 2 figure