On the Distribution of two Random Matrices used in Classification Procedures

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