| Lecture slides |
PDF |
| Reference Recording (2020,2021) |
Video (112 min) |
| Quiz |
PDF |
| Data for the lesson |
data |
| R script for the Measles SIR model |
R |
| R script for the lesson |
R |
| Supplement: Deterministic latent process models and their role in benchmarking POMP models |
HTML |
| Supplement: Monte Carlo Methods |
PDF |
| Supplement: Likelihood by direct simulation: Consett measles example |
HTML |
| Supplement: Standard errors via the observed Fisher information |
HTML |
| Supplement: Bootstrap methods |
HTML |
| Supplement: Direct maximization of the particle filter likelihood |
HTML |
| Worked solution to Exercise 3.1 |
HTML |
| Worked solution to Exercise 3.2 |
HTML |
| Worked solution to Exercise 3.3 |
HTML |
