Spherical harmonic analysis for multivariate stable distributions
Probability
2021-10-18 v2
Abstract
Series representations consisting of spherical harmonics are obtained for characteristic exponents and probability density functions of multivariate stable distributions under various conditions. A esult potentially applicable in a practical setting is that for any distribution with stability index not equal to 1 and with a polynomial spectral spherical density, the series representation converges absolutely with all terms being calculable in closed form. Asymptotic expansions consisting of spherical harmonics are also considered for probability density functions.
Cite
@article{arxiv.2010.04793,
title = {Spherical harmonic analysis for multivariate stable distributions},
author = {Zhiyi Chi},
journal= {arXiv preprint arXiv:2010.04793},
year = {2021}
}