On the Distribution of two Random Matrices used in Classification Procedures

Abstract

Two classification statistics discussed in the literature can be written as functions of the elements of a $2 \cdot 2$ symmetric random matrix $M$. An analytic derivation is given of the distribution of $M$, and of a related matrix $M^\ast$, extending earlier work on distribution theory by Wald [1] and Anderson [2].