A determinant representation for the distribution of quadratic forms in complex normal vectors

被引:36
作者
Gao, HS [1 ]
Smith, PJ [1 ]
机构
[1] Victoria Univ Wellington, Inst Stat & Operat Res, Wellington, New Zealand
关键词
quadratic form; complex normal vector; hypergeometric functions; distributions;
D O I
10.1006/jmva.1999.1859
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 [统计学]; 070103 [概率论与数理统计]; 0714 [统计学];
摘要
Let the column vectors of X: M x N, M < N, be distributed as independent complex normal vectors with the same covariance matrix Sigma. Then the usual quadratic form in the complex normal vectors is denoted by Z = XLXH where L: N x N is a positive definite hermitian matrix. This paper deals with a representation for the density function of Z in terms of a ratio of determinants. This representation also yields a compact form for the distribution of the generalized variance \Z\. (C) 2000 Academic Press.
引用
收藏
页码:155 / 165
页数:11
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