# Week Four: Extending the Linear Model

## Monday

- Outliers, Transformations, Multicollinearity

## Wednesday

- Discussion of regression prediction competition

## Friday

- Penalized regression
- PS 3 due Tuesday

- Outliers, Transformations, Multicollinearity

- Discussion of regression prediction competition

- Penalized regression
- PS 3 due Tuesday