A Matrix Variate Skew Distribution

被引:0
|
作者
Akdemir, Deniz [1 ]
Gupta, Arjun K. [1 ]
机构
[1] Bowling Green State Univ, Dept Math & Stat, Bowling Green, OH 43403 USA
来源
关键词
Skew Normal Distribution; Normal Distribution; Multivariate Distribution; Matrix Variate Skew Normal Distribution;
D O I
暂无
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
Typical multivariate analysis assumes independence among the individual observations as well as elliptical symmetry of distributions. In many situations these assumptions may be too restrictive. This paper studies a class of flexible matrix variate distribution models that can represent both skewed and symmetric distributions which can also account for dependence among individual observations. We derive the moment generating function and study linear and quadratic forms of interest that help understand the properties of these models.
引用
收藏
页码:128 / 140
页数:13
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