A Note on Multiple and Canonical Correlation for a Singular Covariance Matrix
C. G. Khatri · Psychometrika · 1976
A weaker generalized inverse (Rao's g-inverse; Graybill's c-inverse) can be used in place of the Moore-Penrose generalized inverse to obtain multiple and canonical correlations from singular covariance matrices.