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On Generalized Wishart Distributions - II:...
Journal article

On Generalized Wishart Distributions - II: Sphericity Test

Abstract

In this second part of the paper, we make use of the distribution of the trace of a generalized Wishart matrix based on elliptical models to derive the moments of statistic V used for testing sphericity for a general elliptical model. From the general expressions, we derive specific expressions for the special case of the Kotz family, which includes the Gaussian subfamily. Finally, to illustrate the usefulness of the approach, the exact distribution of the statistic V is derived in terms of the G-function by using Mellin transform and complex integration techniques.

Authors

Caro-Lopera FJ; González-Farías G; Balakrishnan N

Journal

Sankhya A, Vol. 76, No. 2, pp. 195–218

Publisher

Springer Nature

Publication Date

August 1, 2014

DOI

10.1007/s13171-013-0049-5

ISSN

0976-836X

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