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Adaptive nonparametric regression with the K-nearest neighbour fused lasso
The fused lasso, also known as total-variation denoising, is a locally adaptive function estimator over a regular grid of design points. In this article, we extend the fused lasso to settings in which the points do not occur on a regular grid, leading to a method for nonparametric regression. This a...
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| Publicado no: | Biometrika |
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| Main Authors: | , , , |
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
Oxford University Press
2020
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC7228543/ https://ncbi.nlm.nih.gov/pubmed/32454528 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/biomet/asz071 |
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