Bivariate Tail Dependence and the Generation of Multivariate Extreme Value Distributions

被引:0
|
作者
Ferreira, Helena [1 ]
机构
[1] Univ Beira Interior, Dept Math, Covilha, Portugal
关键词
Multivariate extreme value theory; Tail dependence; Extremal coefficients; COPULAS;
D O I
10.1080/03610926.2012.744052
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
We define, in a probabilistic way, a parametric family of multivariate extreme value distributions. We derive its copula, which is a mixture of several complete dependent copulas and total independent copulas, and the bivariate tail dependence and extremal coefficients. Based on the obtained results for these coefficients, we propose a method to build multivariate extreme value distributions with prescribed tail/extremal coefficients. We illustrate the results with examples.
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页码:5318 / 5325
页数:8
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