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Type G Distributions on {mathbb{R}} d
Authors:Makoto Maejima  Jan Rosiński
Affiliation:(1) Department of Mathematics, Keio University, 3-14-1 Hiyoshi, Kohoku-ku, Yokohama, 223-8522, Japan;(2) Department of Mathematics, University of Tennessee, Knoxville, Tennessee, 37996
Abstract:This paper presents a systematic study of the class of multivariate distributions obtained by a Gaussian randomization of jumps of a Lévy process. This class, called the class of type G distributions, constitutes a closed convolution semigroup of the family of symmetric infinitely divisible probability measures. Spectral form of Lévy measures of type G distributions is obtained and it is shown that type G property can not be determined by one dimensional projections. Conditionally Gaussian structure of type G random vectors is exhibited via series representations.
Keywords:variance mixture of normal distribution  type G distributions    vy measures  series representations
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