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More efficient approximation of smoothing splines via space-filling basis selection
We consider the problem of approximating smoothing spline estimators in a nonparametric regression model. When applied to a sample of size [Formula: see text] , the smoothing spline estimator can be expressed as a linear combination of [Formula: see text] basis functions, requiring [Formula: see tex...
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| 發表在: | Biometrika |
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| Main Authors: | , , , , |
| 格式: | Artigo |
| 語言: | Inglês |
| 出版: |
Oxford University Press
2020
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| 主題: | |
| 在線閱讀: | https://ncbi.nlm.nih.gov/pmc/articles/PMC7430945/ https://ncbi.nlm.nih.gov/pubmed/32831354 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/biomet/asaa019 |
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