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A note on a nonparametric regression test through penalized splines

We examine a test of a nonparametric regression function based on penalized spline smoothing. We show that, similarly to a penalized spline estimator, the asymptotic power of the penalized spline test falls into a small- K or a large-K scenarios characterized by the number of knots K and the smoothi...

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Autors principals: Chen, Huaihou, Wang, Yuanjia, Li, Runze, Shear, Katherine
Format: Artigo
Idioma:Inglês
Publicat: 2014
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC4112131/
https://ncbi.nlm.nih.gov/pubmed/25076817
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.5705/ss.2012.230
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