This is a bookdown
of regression analysis. Many parts are involved in theoretical proofs. Note-taking for STA5017, SKKU, spring2019.
- Simple linear regression
- Multiple linear regression
- Regression diagnostics and remedies
- Multicollinearity
- Variable selection
- Lasso
- Further issues