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Penalized Functional Regression
We develop fast fitting methods for generalized functional linear models. The functional predictor is projected onto a large number of smooth eigenvectors and the coefficient function is estimated using penalized spline regression; confidence intervals based on the mixed model framework are obtained...
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| Main Authors: | , , , , |
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| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
2011
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC3285536/ https://ncbi.nlm.nih.gov/pubmed/22368438 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1198/jcgs.2010.10007 |
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