Wishartness and independence of matrix quadratic forms in a normal random matrix

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Distribution of matrix quadratic forms under skew-normal settings

For a class of skew-normal matrix distributions, the density function, moment generating function and independent conditions are obtained. The noncentral skew Wishart distribution is defined and the necessary and sufficient conditions under which a quadratic form is noncentral skew Wishart distributed random matrix are established. A new version of Cochran’s theorem is given. For illustration, ...

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ژورنال

عنوان ژورنال: Journal of Multivariate Analysis

سال: 2008

ISSN: 0047-259X

DOI: 10.1016/j.jmva.2007.01.012