Bayesian statistics
Priors, posteriors, credible intervals and hierarchical models.
8 planned
No page in this subject is open yet. The planned list below shows what is coming, in learning order.
Planned
In learning order. These are not pages yet.
- Bayes' theorem and base rates: the medical test problemIntro
- Prior times likelihood: watching a posterior updateAdvanced undergrad
- Conjugate priors: beta-binomial and normal-normalAdvanced undergrad
- Credible intervals and confidence intervals comparedAdvanced undergrad
- Posterior predictive checksGraduate
- Bayes factors and the automatic Occam's razorGraduate
- Hierarchical models and shrinkage toward the group meanGraduate
- Bayesian linear regression: a posterior over linesGraduate
How it connects
Builds on Statistical inference Probability Regression
Leads to Time series Computational statistics
Subjects marked “connection” are linked by a related idea, not by a prerequisite.