• 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