The Bessel function expression of characteristic function
Chuancun YinSchool of Statistics and Data Science, Qufu Normal University, Qufu, Shandong, ChinaHua DongSchool of Statistics and Data Science, Qufu Normal University, Qufu, Shandong, China
2023en
ABI
Аннотация
In this article, we give a unified method to derive the classical characteristic functions of all elliptical and related distributions in terms of Bessel functions. The approach is based on the stochastic representation of an elliptical random variable and the characteristic function of uniform distribution on the unit sphere surface in ℝn. In particular, we present the simple closed form of characteristic functions for commonly used distributions such as multivariate t, Pearson Type II, Pearson Type VII, Kotz type, and Bessel distributions. Some extensions are also being investigated.
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