Edgeworth expansion for the integrated Lévy driven Ornstein-Uhlenbeck process
Nakahiro Yoshida (University of Tokyo)
Abstract
We verify the Edgeworth expansion of any order for the integrated ergodic Lévy driven Ornstein-Uhlenbeck process, applying a Malliavin calculus with truncation over the Wiener-Poisson space. Due to the special structure of the model, each coefficient of the expansion can be given in a closed form.
Full Text: Download PDF | View PDF online (requires PDF plugin)
Pages: 1-10
Publication Date: December 19, 2013
DOI: 10.1214/ECP.v18-2726
References
- Barndorff-Nielsen, Ole E.; Shephard, Neil. Non-Gaussian Ornstein-Uhlenbeck-based models and some of their uses in financial economics. J. R. Stat. Soc. Ser. B Stat. Methodol. 63 (2001), no. 2, 167--241. MR1841412
- Barndorff-Nielsen, Ole E.; Shephard, Neil. Integrated OU processes and non-Gaussian OU-based stochastic volatility models. Scand. J. Statist. 30 (2003), no. 2, 277--295. MR1983126
- Bichteler, Klaus; Gravereaux, Jean-Bernard; Jacod, Jean. Malliavin calculus for processes with jumps. Stochastics Monographs, 2. Gordon and Breach Science Publishers, New York, 1987. x+161 pp. ISBN: 2-88124-185-9 MR1008471
- Masuda, Hiroki. On multidimensional Ornstein-Uhlenbeck processes driven by a general Lévy process. Bernoulli 10 (2004), no. 1, 97--120. MR2044595
- Masuda, H.; Yoshida, N. Asymptotic expansion for Barndorff-Nielsen and Shephard's stochastic volatility model. Stochastic Process. Appl. 115 (2005), no. 7, 1167--1186. MR2147245
- Yoshida, Nakahiro. Partial mixing and Edgeworth expansion. Probab. Theory Related Fields 129 (2004), no. 4, 559--624. MR2078982

This work is licensed under a Creative Commons Attribution 3.0 License.