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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...
में बचाया:
| में प्रकाशित: | J Multivar Anal |
|---|---|
| मुख्य लेखकों: | , , |
| स्वरूप: | Artigo |
| भाषा: | Inglês |
| प्रकाशित: |
2021
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| विषय: | |
| ऑनलाइन पहुंच: | 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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