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Regularized regression when covariates are linked on a network: the 3CoSE algorithm
Covariates in regressions may be linked to each other on a network. Knowledge of the network structure can be incorporated into regularized regression settings via a network penalty term. However, when it is unknown whether the connection signs in the network are positive (connected covariates reinf...
| Autores principales: | , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Taylor & Francis
2021
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9930759/ https://www.ncbi.nlm.nih.gov/pubmed/36819080 http://dx.doi.org/10.1080/02664763.2021.1982878 |