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Variable selection for partially linear models via Bayesian subset modeling with diffusing prior
Most existing methods of variable selection in partially linear models (PLM) with ultrahigh dimensional covariates are based on partial residuals, which involve a two-step estimation procedure. While the estimation error produced in the first step may have an impact on the second step, multicollinea...
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| Yayımlandı: | J Multivar Anal |
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| Asıl Yazarlar: | , , |
| Materyal Türü: | Artigo |
| Dil: | Inglês |
| Baskı/Yayın Bilgisi: |
2021
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| Konular: | |
| Online Erişim: | https://ncbi.nlm.nih.gov/pmc/articles/PMC8046162/ https://ncbi.nlm.nih.gov/pubmed/33867594 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.jmva.2021.104733 |
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