Tail conditional risk measures for location-scale mixture of elliptical distributions

被引:6
|
作者
Zuo, Baishuai [1 ]
Yin, Chuancun [1 ]
机构
[1] Qufu Normal Univ, Sch Stat, Qufu 273165, Shandong, Peoples R China
基金
中国国家自然科学基金;
关键词
Tail conditional expectations; portfolio allocations; multivariate risk measures; location-scale mixture; elliptical distributions; MULTIVARIATE; MOMENTS; FAMILY; SLASH;
D O I
10.1080/00949655.2021.1944142
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
We present general results on the univariate tail conditional expectation (TCE) and multivariate tail conditional expectation (MTCE) for location-scale mixture of elliptical distributions. Examples include the location-scale mixture of normal distributions, location-scale mixture of Student-t distributions, location-scale mixture of logistic distributions and location-scale mixture of Laplace distributions. We also consider portfolio risk decomposition with TCE for location-scale mixture of elliptical distributions. More specifically, we give MTCEs of generalized hyperbolic and slash distributions, and discuss the difference of MTCEs for generalized hyperbolic and slash distributions. As an illustrative example, we discuss the MTCE of five stocks including Amazon, Goldman Sachs, IBM, Google and Apple.
引用
收藏
页码:3653 / 3677
页数:25
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