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)
- Chapters 1, 2, 3, 4, 5, 10, 11 and 14.1-14.2 of the textbook
- Lecture notes
- 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)