Holger Dette
Herold Dehling
This project develops new statistical models and model selection procedures for the analysis of high-dimensional dynamic data structures. Important topics are model validation for functional data under complex and time-dependent dependence structures, new resampling methods for long-range dependence data, multivariate quantile regression, transitions from weak to strong dependence and the identification of stationary and non-stationary phases.