Textbook
We will mainly use the textbook "Bayesian Data Analysis" (Gelman, Carlin, Stern, Dunson, Vehtari, Rubin, 3rd edition, 2014), supplied with some additional material during the semester.
The textbook has a webpage with some additional material, including a list of errata which can be found here
Tentative curriculum (will be updated)
- Textbook
- Chapter 1: All
- Chapter 2: All
- Chapter 3: All
- Chapter 4: All
- Chapter 5: All except sections 5.6 and 5.7
- Chapter 6: All except section about P-values and u-values
- Chapter 7: All
- Chapter 10: All except section 10.7
- Chapter 11: All
- Chapter 12: 12.4, 12.5, 12.6
- Lecture notes
- Including slides about INLA
- Exercises given during the semester