Generalized Linear Model (GLM) Overview - Basic Ideas: The General Linear Model

The following topics summarize the historical, mathematical, and computational foundations for the general linear model. For a basic introduction to ANOVA (MANOVA, ANCOVA) techniques, refer to the Introductory Overview of the ANOVA/MANOVA module; for an introduction to multiple regression, see the Multiple Regression Overviews; for an introduction to the design an analysis of experiments in applied (industrial) settings, see also the Introductory Overview of the Experimental Design module.

GLM Introductory Overview Topics

A detailed discussion of univariate and multivariate ANOVA techniques can also be found in Introductory Overview section of the ANOVA/MANOVA module.