Bayesian Statistics
  • Syllabus
  • Schedule
  • Resources
  • My Bayes Rules! notebook

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 —
Content 2023 by Andrew Heiss
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