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 | — |