Workshop in Graz on Distributional Modelling: Theory and Applications in R
Workshop
Probabilistic Models
R
Thomas Kneib and I held this workshop in February 2024 at TU Graz in Austria. Thanks to Herwig Friedl for organizing it.
Day 1
- Introduction to Distributional Modelling
- Smooth Additive Terms
- Model Checking and Predictive Evaluation
- Continuous Distributions
- Discrete Distributions
Day 2
- Bayesian Distributional Regression
- Distributional Trees and Forests
- Quantile Regression
- Transformation Models
- Distributional Neural Networks
Course Materials
Data and course materials are available at DMR.