Wird geladen...
Sparse and Efficient Estimation for Partial Spline Models with Increasing Dimension
We consider model selection and estimation for partial spline models and propose a new regularization method in the context of smoothing splines. The regularization method has a simple yet elegant form, consisting of roughness penalty on the nonparametric component and shrinkage penalty on the param...
Gespeichert in:
| Veröffentlicht in: | Ann Inst Stat Math |
|---|---|
| Hauptverfasser: | , , |
| Format: | Artigo |
| Sprache: | Inglês |
| Veröffentlicht: |
2013
|
| Schlagworte: | |
| Online Zugang: | https://ncbi.nlm.nih.gov/pmc/articles/PMC4299673/ https://ncbi.nlm.nih.gov/pubmed/25620808 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s10463-013-0440-y |
| Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|