Outputs (2)

Online Monitoring with Local Smoothing Methods and Adaptive Ridging (2003)
Journal Article
Einbeck, J., & Kauermann, G. (2003). Online Monitoring with Local Smoothing Methods and Adaptive Ridging. Journal of Statistical Computation and Simulation, 73(12), 913-929. https://doi.org/10.1080/0094965031000104332

We consider online monitoring of sequentially arising data as e.g. met in clinical information systems. The general focus thereby is to detect breakpoints, i.e. timepoints where the measurement series suddenly changes the general level. The method su... Read More about Online Monitoring with Local Smoothing Methods and Adaptive Ridging.

Multivariate Local Fitting with General Basis Functions (2003)
Journal Article
Einbeck, J. (2003). Multivariate Local Fitting with General Basis Functions. Computational Statistics, 18(2), 185-203. https://doi.org/10.1007/s001800300140

In this paper we combine the concepts of local smoothing and fitting with basis functions for multivariate predictor variables. We start with arbitrary basis functions and show that the asymptotic variance at interior points is independent of the cho... Read More about Multivariate Local Fitting with General Basis Functions.