Week 12

We will begin discussing nonparametric regression.

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