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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...

Deskribapen osoa

Gorde:
Xehetasun bibliografikoak
Argitaratua izan da:Biometrika
Egile Nagusiak: KANG, JIAN, HONG, HYOKYOUNG G., LI, YI
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: 2017
Gaiak:
Sarrera elektronikoa: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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