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Wavelet-based LASSO in functional linear regression
In linear regression with functional predictors and scalar responses, it may be advantageous, particularly if the function is thought to contain features at many scales, to restrict the coefficient function to the span of a wavelet basis, thereby converting the problem into one of variable selection...
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| Main Authors: | , , |
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| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
2012
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC3685865/ https://ncbi.nlm.nih.gov/pubmed/23794794 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/10618600.2012.679241 |
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