Honorarprofessor
bis 03/2015 Leiter des Forschungsbereichs Optische Messtechnik (Infrarotmesstechnik) am Institut für Messtechnik / TUHH
Linear models and regression:
- Linear regression
- Nonlinear regression
- Logistic and Poisson regression
- Generalised linear models
Graphical Models and Causality:
- Conditional independence statements
- Hammersley-Clifford theorem
- Gibbs sampling
- Bayesian networks
- Causal inference
- Markov random fields
- Graphical and hierarchical models
- Applications