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On Varying-coefficient Independence Screening for High-dimensional Varying-coefficient Models
Varying coefficient models have been widely used in longitudinal data analysis, nonlinear time series, survival analysis, and so on. They are natural non-parametric extensions of the classical linear models in many contexts, keeping good interpretability and allowing us to explore the dynamic nature...
Guardat en:
| Publicat a: | Stat Sin |
|---|---|
| Autors principals: | , , |
| Format: | Artigo |
| Idioma: | Inglês |
| Publicat: |
2014
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| Matèries: | |
| Accés en línia: | https://ncbi.nlm.nih.gov/pmc/articles/PMC4251601/ https://ncbi.nlm.nih.gov/pubmed/25484548 |
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