This is the accompanying GitHub repository for the course “Introduction to Bayesian Data Analysis” at the TUM School of Management.
Check regularly for updates!
More information can be found in the syllabus.
| 19 April | Intro | Slides |
| 26 April | Scientific data analysis as amateur software development | Slides |
| 03 May | Cancelled | |
| 10 May | Scientific inference and Bayesian updating | Slides |
| 17 May | Workflow for Bayesian parameter estimation | Slides |
| 24 May | Linear models Part 1 | Slides |
| 31 May | Linear models Part 2 | Slides |
| 07 June | Markov Chain Monte Carlo Methods | Slides |
| 14 June | Multilevel models Part 1 | Slides |
| 21 June | Multilevel models Part 2 | Slides |
| 28 June | No session | |
| 05 July | Generalized linear models | Slides |
| 12 July | Model comparison | Slides |
| 19 July | Outro and Evaluation |