Distribution of the Canonical Correlations and Asymptotic Expansions for Distributions of Certain Independence Test Statistics

Abstract

The sample canonical correlations between two sets of variates are given a representation as the roots of a determinantal equation involving independent matrix variates having simple standardized distributions. This result is applied to obtain asymptotic formulas for the non-null distributions of three criteria for testing the hypothesis of independence of two sets of variates.