Spatial Statistics (Master level)
- Spatial processes on lattices
- Geostatistics
- Point processes
- Geoadditive regression
- Spatio-temporal processes
Bayesian Modelling (Master level)
- Bayesian Hierarchical Modelling
- Semi-parametric Models
- Mixed Distribution Models
- Dirichlet Process Mixtures
- MCMC and Approximate Inference
- Bayes Software
Introduction to Bayesian Statistics (German, Bachelor level) Online course
- Fundamentals of Bayesian Statistics
- Bayesian Software
- Introduction to MCMC
- Bayesian Hierarchical Modelling
Probability Theory (German, Bachelor level)
- Introduction to measure theory
- Discrete and continuous distributions
- Moments
- Convergence of distributions and important theorems
- Multidimensional distributions