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
- Chapter 6: ??
- Chapter 10: 10.1, 10.2, 10.5, 10.6
- Chapter 11: All
- Chapter 12: 12.1, 12.2, 12.4, 12.5, 12.6
- Chapter 14: ??
- Lecture notes
- Including slides about INLA
- Exercises from the textbook given during the semester
- The parts of 'Course Notes and Exercises by Nils Lid Hjort' covered during the semester
- Supplemental exercises (updated during the semester)