General Linear Model

It is possible to do all of what has been done in the previous sections within a more general framework called the general linear model. It involves some matrix algebra that the reader should be familiar with. Firstly, the single-subject analysis is rewritten within this framework, which then enables one now to account for temporal auto-correlation. Then the general hypothesis testing is described, enabling models and hypothesis testing for a $g$-groups analysis.