Home | Contents | Submissions, editors, etc. | Login | Search | EJP
 Electronic Communications in Probability > Vol. 13 (2008) > Paper 50 open journal systems 


Free Generalized Gamma Convolutions

Victor Perez Abreu, CIMAT
Noriyoshi Sakuma, Keio University


Abstract
The so-called Bercovici-Pata bijection maps the set of classical infinitely divisible laws to the set of free infinitely divisible laws. The purpose of this work is to study the free infinitely divisible laws corresponding to the classical Generalized Gamma Convolutions (GGC). Characterizations of their free cumulant transforms are derived as well as free integral representations with respect to the free Gamma process. A random matrix model for free GGC is built consisting of matrix random integrals with respect to a classical matrix Gamma process. Nested subclasses of free GGC are shown to converge to the free stable class of distributions.


Full text: PDF

Pages: 526-539

Published on: October 14, 2008


Bibliography
  1. O. E. Barndorff-Nielsen, M. Maejima, K.I. Sato. Some classes of multivariate infinitely divisible distributions admitting stochastic integral representations. Bernoulli 12 (2006), 1--33. Math. Review 2007c:60015
  2. O. E. Barndorff-Nielsen, V. Perez-Abreu. Matrix subordinators and related upsilon transformations. Theory Probab. Appl. 52 (2008), 1--23 Math. Review 2007k:60024
  3. O. E. Barndorff-Nielsen and S. Thorbjornsen. Classical and free infinite divisibility and Lévy processes. Quantum independent increment processes. II, 33--159, Lecture Notes in Math. 1866, 2006, Springer, Berlin. Math. Review 2007h:60043
  4. F. Benaych-Georges. Classical and free infinitely divisible distributions and random matrices. Ann. Probab. 33 (2005), 1134--1170. Math. Review 2006e:60015
  5. H. Bercovici and V. Pata. Stable laws and domains of attraction in free probability theory. Ann. of Math. 149 (1999), 1023--1060. Math. Review 2000i:46061
  6. H. Bercovici and D. Voiculescu. Free convolution of measures with unbounded support. Indiana Univ. Math. J. 42 (1993), 733--773. Math. Review 95c:46109
  7. L. Bondesson. Generalized gamma convolutions and related classes of distributions and densities. Lecture Notes in Statist. 76, Springer, New York, 1992. Math. Review 94g:60031
  8. T. Cabanal-Duvillard, A matrix representation of the Bercovici-Pata bijection Electron. J. Probab. 10 (2005), 632--661. Math. Review 2006b:15035
  9. L. F. James, B. Roynette and M. Yor. Generalized gamma convolutions, Dirichlet means, Thorin measures, with explicit examples. arXiv:0708.3932V1 [math.PR] 29 Aug 2007. Review number not available.
  10. A. Lijoi and E. Regazzini. Means of a Dirichlet process and multiple hypergeometric functions. Ann. Probab. 32 (2004), 1469--1495. Math. Review 2005c:60098
  11. M. Maejima and K.I. Sato. The Limits of nested subclasses of several classes of infinitely divisible distributions are identical with the closure of the class of stable distributions. To appear in Probab. Theory Related Fields. Review number not available.
  12. B. S. Rajput and J. Rosinski. Spectral representations of infinitely divisible processes. Probab. Theory Related Fields 82 (1989), 451--487. Math. Review 91i:60149
  13. K.I. Sato. Lévy processes and infinitely divisible distributions, Cambridge Univ. Press, Cambridge, 1999. Math. Review 2003b:60064
  14. K.I. Sato. Additive processes and stochastic integrals. Illinois J. Math. 50 (2006), 825--851 (electronic). Math. Review 2008e:60141
  15. N. Sakuma. Characterizations of the class of free self decomposable distributions and its subclasses. To appear in Inf. Dim. Anal. Quantum Probab. Review number not available.
  16. O. Thorin. On the infinite divisibility of the Pareto distribution. Scand. Actuar. J. (1977), 31--40. Math. Review 55 #4334
  17. O. Thorin. On the infinite divisibility of the lognormal distribution. Scand. Actuar. J. (1977), 121--148. Math. Review 80m:60022
  18. O. Thorin. An extension of the notion of a generalized Γ-convolution. Scand. Actuar. J. (1978), 141--149. Math. Review 80c:60030
















Research
Support Tool
Capture Cite
View Metadata
Printer Friendly
Context
Author Address
Action
Email Author
Email Others


Home | Contents | Submissions, editors, etc. | Login | Search | EJP

Electronic Communications in Probability. ISSN: 1083-589X