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Feature Selection for Varying Coefficient Models With Ultrahigh Dimensional Covariates
This paper is concerned with feature screening and variable selection for varying coefficient models with ultrahigh dimensional covariates. We propose a new feature screening procedure for these models based on conditional correlation coefficient. We systematically study the theoretical properties o...
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| Main Authors: | , , |
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| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
2014
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC3963210/ https://ncbi.nlm.nih.gov/pubmed/24678135 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/01621459.2013.850086 |
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