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Multivariate functional group sparse regression: Functional predictor selection
In this paper, we propose methods for functional predictor selection and the estimation of smooth functional coefficients simultaneously in a scalar-on-function regression problem under a high-dimensional multivariate functional data setting. In particular, we develop two methods for functional grou...
| Autores principales: | , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Public Library of Science
2022
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8989243/ https://www.ncbi.nlm.nih.gov/pubmed/35390009 http://dx.doi.org/10.1371/journal.pone.0265940 |