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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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Shranjeno v:
Bibliografske podrobnosti
izdano v:Stat Probab Lett
Main Authors: Ahn, Kwang Woo, Sahr, Natasha, Kim, Soyoung
Format: Artigo
Jezik:Inglês
Izdano: 2017
Teme:
Online dostop: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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