ArticleOriginal scientific text
Title
Geometrically strictly semistable laws as the limit laws
Authors 1
Affiliations
- Faculty of Mathematics, Computer Science and Econometrics University of Zielona Góra Szafrana 4a, 65-516 Zielona Góra, Poland
Abstract
A random variable X is geometrically infinitely divisible iff for every p ∈ (0,1) there exists random variable such that , where 's are i.i.d. copies of , and random variable T(p) independent of has geometric distribution with the parameter p. In the paper we give some new characterization of geometrically infinitely divisible distribution. The main results concern geometrically strictly semistable distributions which form a subset of geometrically infinitely divisible distributions. We show that they are limit laws for random and deterministic sums of independent random variables.
Keywords
infinite divisibility, geometric infinite divisibility, geometric semistability, random sums, limit laws, characteristic function
Bibliography
- I. Gertsbach, A survey of methods used in engineering reliability, Proceedings 'Reliability and Decision Making', Universita di Siena 1990.
- L.B. Klebanov, G.M. Maniya and I.A. Melamed, A problem of V.M. Zolotarev and analogues of infinitely divisible and stable distributions in a scheme for summation of a random number of random variables, Theory Probab. Appl. 29 (1984), 791-794.
- P. Lévy, Théorie de l'addition des variables aléatoires, Gauthier-Villars, Paris 1937.
- G.D. Lin, Characterizations of the Laplace and related distributions via geometric compound, Sankhya Ser. A 56 (1994), 1-9.
- M. Loève, Nouvelles classes de lois limites, Bull. Soc. Math. France 73 (1945), 107-126.
- M. Maejima, Semistable distributions, in: Lévy Processes, Birkhäuser, Boston 2001, 169-183.
- M. Maejima and G. Samorodnitsky, Certain probabilistic aspects of semistable laws, Ann. Inst. Statist. Math. 51 (1999), 449-462.
- N.R. Mohan, R. Vasudeva and H.V. Hebbar, On geometrically infinitely divisible laws and geometric domains of attraction, Sankhya Ser. A 55 (1993), 171-179.
- S.T. Rachev and G. Samorodnitsky, Geometric stable distributions in Banach spaces, J. Theoret. Probab. 2 (1994), 351-373.
- K. Sato, Lévy processes and infinitely divisible distributions, Cambridge Univ. Press, Cambridge 1999.