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Screening group variables in the proportional hazards model

We propose a method to screen group variables under the high dimensional group variable setting for the proportional hazards model. We study the sure screening property of the proposed method for independent and clustered survival data. The simulation study shows that the proposed method performs be...

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Detalhes bibliográficos
Publicado no:Stat Probab Lett
Main Authors: Ahn, Kwang Woo, Sahr, Natasha, Kim, Soyoung
Formato: Artigo
Idioma:Inglês
Publicado em: 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6051756/
https://ncbi.nlm.nih.gov/pubmed/30034063
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.spl.2017.11.014
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