Research interests
- Mixed model based inference in structured additive regression
- Quantile and expectile regression
- Distributional regression / generalised additive models for location, scale and shape
- Bayesian regularisation priors
- Bayesian inference in complex regression models
- Regression with multivariate responses
- Boosting semiparametric regression models
- Spatial statistics
- Regression models for categorical responses
- Structured hazard regression
- Multi-state-models