The General Linear Model and complex designs including Analysis of Covariance
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GLM and Simple Linear Regression
The Design Matrix
Least Squares
ANOVA and GLM
Types of Sums of Squares
Multiple Regression as GLM
Multiple Regression as a sequence of GLMs in SPSS
The two Groups t-test as a GLM
One-way ANOVA as GLM
Multi-factor Model
Additive (no interaction)
Non-additive (interaction)
Analysis of Covariance
Simple regression
1 intercept
1 slope
Parallel regressions
multiple intercepts
1 slope
Non-parallel regressions
multiple intercepts
multiple slopes
Sequences of GLMs in ANCOVA
This talk is part of the Statistical Methods for Cognitive Psychologists series.
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