Model free feature screening for large scale and ultrahigh dimensional survival data

Cites Work

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Partial distance correlation with methods for dissimilarities
Measuring and testing dependence by correlation of distances
Model-Free Feature Screening for Ultrahigh-Dimensional Data
Sure independence screening in generalized linear models with NP-dimensionality
The Adaptive Lasso and Its Oracle Properties
Principled sure independence screening for Cox models with ultra-high-dimensional covariates
One-step sparse estimates in nonconcave penalized likelihood models
Brownian distance covariance
A new nonparametric screening method for ultrahigh-dimensional survival data
Divide and conquer in nonstandard problems and the super-efficiency phenomenon
Model-free feature screening via distance correlation for ultrahigh dimensional survival data
Distributed optimization and statistical learning for large-scale penalized expectile regression
Feature screening and FDR control with knockoff features for ultrahigh-dimensional right-censored data
Model-free conditional screening via conditional distance correlation
Conditional SIRS for nonparametric and semiparametric models by marginal empirical likelihood
On the adaptive elastic net with a diverging number of parameters
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Censored rank independence screening for high-dimensional survival data
Nonparametric Independence Screening in Sparse Ultra-High-Dimensional Additive Models
Sure Independence Screening for Ultrahigh Dimensional Feature Space
Independent Screening for Single-Index Hazard rate Models with Ultrahigh Dimensional Features
Conditional quantile correlation learning for ultrahigh dimensional varying coefficient models and its application in survival analysis
Communication-Efficient Distributed Statistical Inference
Projection correlation between two random vectors
Threshold Selection in Feature Screening for Error Rate Control

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