Even a brief scan of any research literature will reveal an array of commonly-used and seemingly distinct statistical tests such as the t-test, analysis of variance (ANOVA), analysis of covariance (ANCOVA), correlation, regression analysis, and a range of multivariate methods.1 In fact, all of these statistical tests sit within the unifying framework of the general linear model (GLM) (Cohen, 1968; Field, 2024).