English

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 Xt=exp(λtu)dLuX_t=\int \exp(-\lambda |t-u|)dL_u. 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 λuexp(λu)\lambda |u|\exp(-\lambda |u|). Furthermore, depending on the size of λ\lambda 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.

Keywords

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

R2 v1 2026-06-21T16:52:58.538Z