English

Multiple time scales and the exponential Ornstein-Uhlenbeck stochastic volatility model

Other Condensed Matter 2008-12-02 v1 Physics and Society Statistical Finance

Abstract

We study the exponential Ornstein-Uhlenbeck stochastic volatility model and observe that the model shows a multiscale behavior in the volatility autocorrelation. It also exhibits a leverage correlation and a probability profile for the stationary volatility which are consistent with market observations. All these features make the model quite appealing since it appears to be more complete than other stochastic volatility models also based on a two-dimensional diffusion. We finally present an approximate solution for the return probability density designed to capture the kurtosis and skewness effects.

Keywords

Cite

@article{arxiv.cond-mat/0501639,
  title  = {Multiple time scales and the exponential Ornstein-Uhlenbeck stochastic volatility model},
  author = {Jaume Masoliver and Josep Perello},
  journal= {arXiv preprint arXiv:cond-mat/0501639},
  year   = {2008}
}

Comments

24 pages, 9 colored figures, Workshop Volatility of Financial Markets (Leiden 18-29 October 2004)