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Variable selection for partially linear models via partial correlation
The partially linear model (PLM) is a useful semiparametric extension of the linear model that has been well studied in the statistical literature. This paper proposes a variable selection procedure for the PLM with ultrahigh dimensional predictors. The proposed method is different from the existing...
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| Publié dans: | J Multivar Anal |
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| Auteurs principaux: | , , |
| Format: | Artigo |
| Langue: | Inglês |
| Publié: |
2018
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| Sujets: | |
| Accès en ligne: | https://ncbi.nlm.nih.gov/pmc/articles/PMC6555488/ https://ncbi.nlm.nih.gov/pubmed/31182883 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.jmva.2018.06.005 |
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