Linear models
Learning objectives
- perform custom tests for model parameters (contrasts, tests of significance);
- obtain predictions from a linear model using software;
- understand the distinction between estimated mean and predicted values;
- test for equality of means in multiple (sub-groups) and also mean differences between groups with one or two factors.
Content
- Course notes: chapter 4 (Linear regression models), Sections 4.3–4.4.
In class
- Slides (pdf and code)
- Testing exercise and code for the solution
Slides
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