Title of article :
Distribution theory of quadratic forms for matrix multivariate elliptical distribution
Author/Authors :
Dيaz-Garcيa، نويسنده , , José A.، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2013
Pages :
13
From page :
1330
To page :
1342
Abstract :
This paper proposes the density and characteristic functions of a general matrix quadratic form X (⁎) AX , when A = A (⁎) is a positive semidefinite matrix, X has a matrix multivariate elliptical distribution and X (⁎) denotes the usual conjugate transpose of X . These results are obtained for real normed division algebras. With particular cases we obtained the density and characteristic functions of matrix quadratic forms for matrix multivariate normal, Pearson type VII, t and Cauchy distributions.
Keywords :
Spherical functions , Quadratic forms , REAL , complex , quaternion and octonion random matrices , elliptical models , Jacobians
Journal title :
Journal of Statistical Planning and Inference
Serial Year :
2013
Journal title :
Journal of Statistical Planning and Inference
Record number :
2222370
Link To Document :
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