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Robust estimation for partially linear models with large-dimensional covariates
We are concerned with robust estimation procedures to estimate the parameters in partially linear models with large-dimensional covariates. To enhance the interpretability, we suggest implementing a noncon-cave regularization method in the robust estimation procedure to select important covariates f...
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| Hoofdauteurs: | , , |
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| Formaat: | Artigo |
| Taal: | Inglês |
| Gepubliceerd in: |
2013
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| Onderwerpen: | |
| Online toegang: | https://ncbi.nlm.nih.gov/pmc/articles/PMC4060755/ https://ncbi.nlm.nih.gov/pubmed/24955087 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s11425-013-4675-0 |
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