Polynomial Regression and Splines
Published:
Overview
Content from ISL Chapter study notes. Details coming soon.
Key Concepts
- Polynomial Regression
- Step Functions
- Basis Functions
- Regression Splines
- Natural Splines
- Smoothing Splines
- Choosing the Number of Knots
References
- James, G., Witten, D., Hastie, T., & Tibshirani, R. (2021). An Introduction to Statistical Learning (2nd ed.). Springer.