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The Highly Adaptive Lasso Estimator
Estimation of a regression functions is a common goal of statistical learning. We propose a novel nonparametric regression estimator that, in contrast to many existing methods, does not rely on local smoothness assumptions nor is it constructed using local smoothing techniques. Instead, our estimato...
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| Publicado en: | Proc Int Conf Data Sci Adv Anal |
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| Autores principales: | , |
| Formato: | Artigo |
| Lenguaje: | Inglês |
| Publicado: |
2016
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| Materias: | |
| Acceso en línea: | https://ncbi.nlm.nih.gov/pmc/articles/PMC5662030/ https://ncbi.nlm.nih.gov/pubmed/29094111 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/DSAA.2016.93 |
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