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Partition-based ultrahigh-dimensional variable screening
Traditional variable selection methods are compromised by overlooking useful information on covariates with similar functionality or spatial proximity, and by treating each covariate independently. Leveraging prior grouping information on covariates, we propose partition-based screening methods for...
Αποθηκεύτηκε σε:
| Τόπος έκδοσης: | Biometrika |
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| Κύριοι συγγραφείς: | , , |
| Μορφή: | Artigo |
| Γλώσσα: | Inglês |
| Έκδοση: |
2017
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| Θέματα: | |
| Διαθέσιμο Online: | https://ncbi.nlm.nih.gov/pmc/articles/PMC5890472/ https://ncbi.nlm.nih.gov/pubmed/29643546 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/biomet/asx052 |
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