Schedule
| Week | Day | Topic | Bayes Rules |
|---|---|---|---|
| 1 | January ZZZ | Introduction to Bayesian thinking | 1 |
| 2 | Starting with Bayes’ rule | 2 | |
| 3 | The beta-binomial Bayesian model | 3 | |
| 4 | Conjugate families | 4–5 | |
| 5 | Approximating the posterior with MCMC | 6–7 | |
| 6 | Posterior inference and prediction | 8 | |
| 7 | Bayesian regression | 9–11 | |
| 8 | Poisson and negative binomial regression | 12 | |
| 9 | Logistic regression | 13 | |
| 10 | Multilevel models I | 15 | |
| 11 | Multilevel models II | 16 | |
| 12 | Multilevel models III | 17 | |
| 13 | Multilevel models IV | 18–19 | |
| 14 | Movable catch-up breather week | — |