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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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| Main Authors: | , , , |
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| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
2014
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| Assuntos: | |
| Acesso em linha: | 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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