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Survival Impact Index and Ultrahigh-dimensional Model-free Screening with Survival Outcomes

Motivated by ultrahigh-dimensional biomarkers screening studies, we propose a model-free screening approach tailored to censored lifetime outcomes. Our proposal is built upon the introduction of a new measure, survival impact index (SII). By its design, SII sensibly captures the overall influence of...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:Biometrics
Prif Awduron: Li, Jialiang, Zheng, Qi, Peng, Limin, Huang, Zhipeng
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: 2016
Pynciau:
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC4993699/
https://ncbi.nlm.nih.gov/pubmed/26910137
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1111/biom.12499
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