Schedule
Week | Day | Topic | Bayes Rules |
---|---|---|---|
1 | June 5–June 9 | Introduction to Bayesian thinking + Starting with Bayes’ rule | 1–2 |
2 | June 12–June 16 | The beta-binomial Bayesian model + Conjugate families | 3–5 |
3 | June 19–June 23 | Approximating the posterior with MCMC + Posterior inference and prediction | 6–8 |
4 | June 26–June 30 | Bayesian regression | 9–11 |
5 | July 3–July 7 | Poisson and negative binomial regression + Logistic regression | 12–13 |
6 | July 10–July 14 | Multilevel models I | 15–16 |
7 | July 17–July 30 | Multilevel models II | 17–19 |