Type G Distributions on {mathbb{R}} d |
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Authors: | Makoto Maejima Jan Rosiński |
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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 |
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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. |
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Keywords: | variance mixture of normal distribution type G distributions Lé vy measures series representations |
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