Some classes of multivariate infinitely divisible distributions admitting stochastic integral representations
Barndorff-Nielsen, Ole E. ; Maejima, Makoto ; Sato, Ken-Iti
Bernoulli, Tome 12 (2006) no. 2, p. 1-33 / Harvested from Project Euclid
The class of distributions on $\mathbb{R}$ generated by convolutions of Γ-distributions and the class generated by convolutions of mixtures of exponential distributions are generalized to higher dimensions and denoted by $T(\mathbb{R}^d)$ and $B(\mathbb{R}^d)$ . From the Lévy process $\{X_t^{(\mu)}\}$ on $\mathbb{R}^d$ with distribution μ at t=1, Υ(μ) is defined as the distribution of the stochastic integral $\int_0^1 \log(1/t)\d X_t^{(\mu)}$ . This mapping is a generalization of the mapping Υ introduced by Barndorff-Nielsen and Thorbjørnsen in one dimension. It is proved that $\Upsilon(ID(\mathbb{R}^d))=B(\mathbb{R}^d)$ and $\Upsilon(L(\mathbb{R}^d))=T(\mathbb{R}^d)$ , where $ID(\mathbb{R}^d)$ and $L(\mathbb{R}^d)$ are the classes of infinitely divisible distributions and of self-decomposable distributions on $\mathbb{R}^d$ , respectively. The relations with the mapping Φ from μ to the distribution at each time of the stationary process of Ornstein-Uhlenbeck type with background driving Lévy process $\{X_t^{(\mu)}\}$ are studied. Developments of these results in the context of the nested sequence $L_m(\mathbb{R}^d)$, $m=0,1,\ldots,\infty$ , [math] , are presented. Other applications and examples are given.
Publié le : 2006-02-14
Classification:  Goldie-Steutel-Bondesson class,  infinite divisibility,  Lévy measure,  Lévy process,  self-decomposability,  stochastic integral,  Thorin class
@article{1141136646,
     author = {Barndorff-Nielsen, Ole E. and Maejima, Makoto and Sato, Ken-Iti},
     title = {Some classes of multivariate infinitely divisible distributions admitting stochastic integral representations},
     journal = {Bernoulli},
     volume = {12},
     number = {2},
     year = {2006},
     pages = { 1-33},
     language = {en},
     url = {http://dml.mathdoc.fr/item/1141136646}
}
Barndorff-Nielsen, Ole E.; Maejima, Makoto; Sato, Ken-Iti. Some classes of multivariate infinitely divisible distributions admitting stochastic integral representations. Bernoulli, Tome 12 (2006) no. 2, pp.  1-33. http://gdmltest.u-ga.fr/item/1141136646/