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Automatic search intervals for the smoothing parameter in penalized splines

The selection of smoothing parameter is central to the estimation of penalized splines. The best value of the smoothing parameter is often the one that optimizes a smoothness selection criterion, such as generalized cross-validation error (GCV) and restricted likelihood (REML). To correctly identify...

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Detalles Bibliográficos
Autores principales: Li, Zheyuan, Cao, Jiguo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9672641/
https://www.ncbi.nlm.nih.gov/pubmed/36415568
http://dx.doi.org/10.1007/s11222-022-10178-z