Another method is the canonical correlation analysis, which is a maximization of the correlation between a similar pair of scores. [u:4b820]But interpreting the coefficients of canonical variates requires the usual stringent assumptions underlying multiple regression of either canonical variate upon the variables of the other block. [/u:4b820]