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

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
Content 2023 by Andrew Heiss
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