Supplemental notes for STA 210.
Mathematical Details
- Deriving the Least-Squares Estimates for Simple Linear Regression
- Matrix Notation for Multiple Linear Regression
- Log Transformations in Linear Regression
- Details on Model Diagnostics
- Model Selection Criteria: AIC & BIC
Inference Review
- Statistics 3 Notes: Sections 3 & 4(Provided by a fellow classmate)