Week 12

We will begin discussing nonparametric regression.
Published

April 14, 2024

Learning Outcomes

First Lecture

  • Polynomial Functions
  • Step Functions
  • Basis Functions
  • Regression Splines

Second Lecture

  • Smoothing Splines
  • Local Regression
  • Generalized Additive Models

Resources

Lecture Slides Videos
1 Slides Video
2 Slides Video