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Rank-based estimation in the ℓ(1)-regularized partly linear model for censored outcomes with application to integrated analyses of clinical predictors and gene expression data

We consider estimation and variable selection in the partial linear model for censored data. The partial linear model for censored data is a direct extension of the accelerated failure time model, the latter of which is a very important alternative model to the proportional hazards model. We extend...

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Autore principale: Johnson, Brent A.
Natura: Artigo
Lingua:Inglês
Pubblicazione: Oxford University Press 2009
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC2800368/
https://ncbi.nlm.nih.gov/pubmed/19553356
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/biostatistics/kxp020
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