The topic of the 16th Advanced Summer School is "Bayesian Networks in Policy and Society" and the guest lecturer is Dr. Marco Scutari, Senior Researcher in Bayesian Networks and Graphical Models, Istituto Dalle Molle di Studi sull'Intelligenza Artificiale (IDSIA), Polo Universitario Lugano.
The topics covered will include:
- Definitions and Fundamentals
- Models and Distributional Assumptions
- Probabilistic Inference
- Structure Learning
- Causal Inference
- Using R for reproducible research