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A matrix variate skew‐t distribution
Journal article

A matrix variate skew‐t distribution

Abstract

Although there is ample work in the literature dealing with skewness in the multivariate setting, there is a relative paucity of work in the matrix variate paradigm. Such work is, for example, useful for modelling three‐way data. A matrix variate skew‐ t distribution is derived based on a mean‐variance matrix normal mixture. An expectation‐conditional maximization algorithm is developed for parameter estimation. Simulated data are used for illustration. Copyright © 2017 John Wiley & Sons, Ltd.

Authors

Gallaugher MPB; McNicholas PD

Journal

Stat, Vol. 6, No. 1, pp. 160–170

Publisher

Wiley

Publication Date

May 2, 2017

DOI

10.1002/sta4.143

ISSN

2049-1573

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