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Nonparametric Independence Screening in Sparse Ultra-High Dimensional Varying Coefficient Models
The varying-coefficient model is an important class of nonparametric statistical model that allows us to examine how the effects of covariates vary with exposure variables. When the number of covariates is large, the issue of variable selection arises. In this paper, we propose and investigate margi...
שמור ב:
| Main Authors: | , , |
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| פורמט: | Artigo |
| שפה: | Inglês |
| יצא לאור: |
2014
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| נושאים: | |
| גישה מקוונת: | https://ncbi.nlm.nih.gov/pmc/articles/PMC4188418/ https://ncbi.nlm.nih.gov/pubmed/25309009 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/01621459.2013.879828 |
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