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 …
Authors
Gallaugher MPB; McNicholas PD
Journal
Stat, Vol. 6, No. 1, pp. 160–170
Publisher
Wiley
Publication Date
1 2017
DOI
10.1002/sta4.143
ISSN
2049-1573