Model-free feature screening via distance correlation for ultrahigh dimensional survival data
type: Item
instance of: scholarly article
title: Model-free feature screening via distance correlation for ultrahigh dimensional survival data
author: Jing Zhang
author: Yanyan Liu
author: Hengjian Cui
published in: Statistical Papers
publication date: 2021-12-27T00:00:00Z
Mathematics Subject Classification ID: 62-XX
zbMATH DE Number: 7450923
zbMATH Keywords: distance correlation
zbMATH Keywords: model-free screening
zbMATH Keywords: sure screening property
zbMATH Keywords: survival data
zbMATH Keywords: ultrahigh dimensional data
MaRDI profile type: Publication
full work available at URL: s00362-020-01210-3
OpenAlex ID: W3095954023
cites work: The Dantzig selector: statistical estimation when \(p\) is much larger than \(n\). (With discussions and rejoinder).
cites work: Marginal empirical likelihood and sure independence feature screening
cites work: A note on quantile feature screening via distance correlation
cites work: Conditional SIRS for nonparametric and semiparametric models by marginal empirical likelihood
cites work: Model-Free Feature Screening for Ultrahigh Dimensional Discriminant Analysis
cites work: Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties
cites work: Sure Independence Screening for Ultrahigh Dimensional Feature Space
cites work: Sure independence screening in generalized linear models with NP-dimensionality
cites work: Ultrahigh dimensional feature selection: beyond the linear model
cites work: Nonparametric Independence Screening in Sparse Ultra-High-Dimensional Additive Models
cites work: Nonparametric Independence Screening in Sparse Ultra-High-Dimensional Varying Coefficient Models
cites work: Independent Screening for Single-Index Hazard rate Models with Ultrahigh Dimensional Features
cites work: Quantile-adaptive model-free variable screening for high-dimensional heterogeneous data
cites work: Conditional sure independence screening by conditional marginal empirical likelihood
cites work: Robust rank correlation based screening
cites work: Feature Screening via Distance Correlation Learning
cites work: Survival impact index and ultrahigh‐dimensional model‐free screening with survival outcomes
cites work: Model-free feature screening for high-dimensional survival data
cites work: Model-free feature screening for ultrahigh-dimensional data conditional on some variables
cites work: Feature Selection for Varying Coefficient Models With Ultrahigh-Dimensional Covariates
cites work: Model-free conditional screening via conditional distance correlation
cites work: The fused Kolmogorov filter: a nonparametric model-free screening method
cites work: A Generic Sure Independence Screening Procedure
cites work: Censored rank independence screening for high-dimensional survival data
cites work: Measuring and testing dependence by correlation of distances
cites work: Q4864293
cites work: Univariate shrinkage in the Cox model for high dimensional data
cites work: Conditional quantile screening in ultrahigh-dimensional heterogeneous data
cites work: Copula-based Partial Correlation Screening: a Joint and Robust Approach
cites work: Feature screening for generalized varying coefficient models with application to dichotomous responses
cites work: Conditional quantile correlation learning for ultrahigh dimensional varying coefficient models and its application in survival analysis
cites work: Nearly unbiased variable selection under minimax concave penalty
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: Model-free feature screening for ultrahigh dimensional censored regression
cites work: Model-Free Feature Screening for Ultrahigh-Dimensional Data
DOI: 10.1007/S00362-020-01210-3
description: scientific article; zbMATH DE number 7450923