Tail Conditional Moments for Location-Scale Mixture of Elliptical Distributions

被引:2
|
作者
Han, Xiangyu [1 ]
Yin, Chuancun [1 ]
机构
[1] Qufu Normal Univ, Sch Stat & Data Sci, Qufu 273165, Shandong, Peoples R China
基金
中国国家自然科学基金;
关键词
tail conditional moment; location-scale mixture; elliptical distribution; tail variance; tail conditional skewness; tail conditonal kurtosis;
D O I
10.3390/math10040606
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
We present the general results on the univariate tail conditional moments for a location-scale mixture of elliptical distributions. Examples include the location-scale mixture of normal, location-scale mixture of Student's t, location-scale mixture of logistic, and location-scale mixture of Laplace distributions. More specifically, we give the tail variance, the tail conditional skewness, and the tail conditional kurtosis of generalised hyperbolic distribution and Student-GIG mixture distribution. We give an illustrative example, which discusses the TCE, TV, TCS and TCK of three stocks, including Amazon, Google and Apple.
引用
收藏
页数:21
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