Schedule and Materials
An overview of the course program, topics, and associated materials
| Time | Topic | Course Material |
|---|---|---|
| 10:00 - 11:00 | Overview of function spaces and operator theory | Lecture |
| 11:15 - 13:00 | FDA fundamentals | Lecture |
| 14:00 - 15:00 | Functional data smoothing with R | Code |
| Additional Materials | Spatial Smoothing | paper1 paper2 |
| Time | Topic | Course Material |
|---|---|---|
| 10:00 - 13:00 | Unsupervised learning: fPCA, clustering, registration | Lecture |
| 15:30 - 16:30 | Functional unsupervised learning with R | Code |
| Additional Materials | Function for Landmark Registration | Code |
| Additional Materials | Smoothing Results for Growth Curves | Workspace |
| Additional Materials | Functional k-means Results for Growth Curves | Workspace |
| Time | Topic | Course Material |
|---|---|---|
| 10:00 - 11:30 | Supervised learning: functional regression | Lecture |
| 11:45 - 13:00 | Functional regression with R | Code |