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Expressions for joint moments of elliptical distributions
Journal of Computational and Applied Mathematics ( IF 2.4 ) Pub Date : 2021-01-21 , DOI: 10.1016/j.cam.2021.113418
Baishuai Zuo , Chuancun Yin , Narayanaswamy Balakrishnan

Inspired by Stein’s lemma, we derive two expressions for the joint moments of elliptical distributions. We use two different methods to derive E[X12f(X)] for any measurable function f satisfying some regularity conditions. Then, by making use of this result, we obtain new formulae for expectations of product of normally distributed random variables, and also present simplified expressions of E[X12f(X)] for multivariate Student-t, logistic and Laplace distributions.



中文翻译:

椭圆分布的联合矩的表达式

受斯坦因引理的启发,我们得出了椭圆分布联合矩的两个表达式。我们使用两种不同的方法来推导Ë[X1个2FX] 对于任何可测量的功能 F满足一些规律性条件。然后,利用该结果,我们得到了对正态分布随机变量乘积的期望的新公式,并给出了Ë[X1个2FX] 对于多元学生-Ť,物流和拉普拉斯分布。

更新日期:2021-02-03
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