The general linear test approach for testing hypotheses concerning parameters of a full-rank multivariate regression model is often not sufficiently discussed in applied multivariate analysis textbooks.This note makes mention of this approach and suggests that major emphasis of this topic in an applied multivariate analysis course provides students with a unifying structure for the analysis of statistical models.