Feature selection of ultrahigh-dimensional covariates with survival outcomes: a selective review
type: Item
instance of: scholarly article
title: Feature selection of ultrahigh-dimensional covariates with survival outcomes: a selective review
zbMATH Open document ID: 1399.62178
author: Hyokyoung Grace Hong
author: Yi Li
published in: Applied Mathematics. Series B (English Edition)
publication date: 2018-07-18T00:00:00Z
full work available at URL: pmc5906071
Mathematics Subject Classification ID: 62P10
Mathematics Subject Classification ID: 62N05
zbMATH DE Number: 6906882
zbMATH Keywords: survival analysis
zbMATH Keywords: ultrahigh dimensional predictors
zbMATH Keywords: variable screening
zbMATH Keywords: sure screening property
describes a project that uses: uniCox
MaRDI profile type: Publication
OpenAlex ID: W2772095510
Wikidata QID: Q52570644
cites work: Regularization for Cox's proportional hazards model with NP-dimensionality
cites work: Variable selection for Cox's proportional hazards model and frailty model
cites work: Ultrahigh dimensional feature selection: beyond the linear model
cites work: Sure independence screening in generalized linear models with NP-dimensionality
cites work: Quantile-adaptive model-free variable screening for high-dimensional heterogeneous data
cites work: Conditional screening for ultra-high dimensional covariates with survival outcomes
cites work: Oracle inequalities for the lasso in the Cox model
cites work: Non-asymptotic oracle inequalities for the high-dimensional cox regression via lasso
cites work: Robust rank correlation based screening
cites work: Survival impact index and ultrahigh‐dimensional model‐free screening with survival outcomes
cites work: Semiparametric analysis of the additive risk model
cites work: Censored rank independence screening for high-dimensional survival data
cites work: Univariate shrinkage in the Cox model for high dimensional data
cites work: Feature screening in ultrahigh dimensional cox's model
cites work: Adaptive Lasso for Cox's proportional hazards model
cites work: Censored cumulative residual independent screening for ultrahigh-dimensional survival data
cites work: Principled sure independence screening for Cox models with ultra-high-dimensional covariates
cites work: Score test variable screening
cites work: A note on path-based variable selection in the penalized proportional hazards model
DOI: 10.1007/S11766-017-3547-8
description: scientific article; zbMATH DE number 6906882