Bivariate Student t distributions with variable marginal degrees of freedom and independence

被引:17
|
作者
Shaw, W. T. [1 ]
Lee, K. T. A. [1 ]
机构
[1] Kings Coll London, Dept Math, London WC2R 2LS, England
关键词
bivariate student; correlation; degrees of freedom; dependence; independence; multivariate student; student distribution; t distribution;
D O I
10.1016/j.jmva.2007.08.006
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 propose a class of bivariate Student t distributions generalizing the standard density. Our generalization allows for differing marginal degrees of freedom and independent marginals. There are several approaches to constructing such distributions, but in the special case of the Student-normal distribution we show that there is a common canonical limit. Our distributions arise from the techniques used in t-copula simulation, rather than the traditional elliptical methodology. (C) 2007 Elsevier Inc. All rights reserved.
引用
收藏
页码:1276 / 1287
页数:12
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