Introduction to linear models

Maxwell B. Joseph

Slides and scripts for teaching linear models in R.
This material was developed for guest lectures in Biometry at CU Boulder (EBIO 4410/5410) in spring 2017.

Contents

1. Introduction to linear regression (slides)
2. Parameter uncertainty and model criticism for linear regression (slides)
3. Evaluating linear model assumptions (slides)
4. Using information theory to evaluate models (slides)