Three skewed matrix variate distributions

Publication date: Available online 6 September 2018Source: Statistics & Probability LettersAuthor(s): Michael P.B. Gallaugher, Paul D. McNicholasAbstractThree-way data can be conveniently modelled by using matrix variate distributions. Although there has been a lot of work for the matrix variate normal distribution, there is little work in the area of matrix skew distributions. Three matrix variate distributions that incorporate skewness, as well as other flexible properties such as concentration, are discussed. Equivalences to multivariate analogues are presented, and moment generating functions are derived. Maximum likelihood parameter estimation is discussed, and simulated data is used for illustration.

Source: Statistics and Probability Letters - September 7, 2018 Category: Statistics Source Type: research