Feature selection of ultrahigh-dimensional covariates with survival outcomes: a selective review

Many modern biomedical studies have yielded survival data with high-throughput predictors. The goals of scientific research often lie in identifying predictive biomarkers, understanding biological mechanisms and making accurate and precise predictions. Variable screening is a crucial first step in a...

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Veröffentlicht in:	Applied Mathematics-A Journal of Chinese Universities 2017-12, Vol.32 (4), p.379-396
Hauptverfasser:	Hong, Hyokyoung Grace, Li, Yi
Format:	Artikel
Sprache:	eng
Schlagworte:	analysis Applications of Mathematics Biomarkers dimensional Mathematics Mathematics and Statistics Predictions predictors property Screening sure Survival ultrahigh variable
Online-Zugang:	Volltext
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