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Feature Screening in Ultrahigh Dimensional Cox's Model

Survival data with ultrahigh dimensional covariates such as genetic markers have been collected in medical studies and other fields. In this work, we propose a feature screening procedure for the Cox model with ultrahigh dimensional covariates. The proposed procedure is distinguished from the existi...

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Vydáno v:Stat Sin
Hlavní autoři: Yang, Guangren, Yu, Ye, Li, Runze, Buu, Anne
Médium: Artigo
Jazyk:Inglês
Vydáno: 2016
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC4939909/
https://ncbi.nlm.nih.gov/pubmed/27418749
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.5705/ss.2014.171
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