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
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
Journal title :
Journal of Statistical Planning and Inference