Related references
Note: Only part of the references are listed.Generalized martingale difference divergence: Detecting conditional mean independence with applications in variable screening
Lu Li et al.
COMPUTATIONAL STATISTICS & DATA ANALYSIS (2023)
High-dimensional variable screening through kernel-based conditional mean dependence
Daojiang He et al.
JOURNAL OF STATISTICAL PLANNING AND INFERENCE (2023)
Model-Free Conditional Feature Screening with FDR Control
Zhaoxue Tong et al.
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2022)
Independence index sufficient variable screening for categorical responses
Qingcong Yuan et al.
COMPUTATIONAL STATISTICS & DATA ANALYSIS (2022)
Expected Conditional Characteristic Function-based Measures for Testing Independence
Chenlu Ke et al.
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2020)
Test for conditional independence with application to conditional screening
Yeqing Zhou et al.
JOURNAL OF MULTIVARIATE ANALYSIS (2020)
DOUBLE-SLICING ASSISTED SUFFICIENT DIMENSION REDUCTION FOR HIGH-DIMENSIONAL CENSORED DATA
Shanshan Ding et al.
ANNALS OF STATISTICS (2020)
Model-free variable selection for conditional mean in regression
Yuexiao Dong et al.
COMPUTATIONAL STATISTICS & DATA ANALYSIS (2020)
Sufficient variable selection using independence measures for continuous response
Baoying Yang et al.
JOURNAL OF MULTIVARIATE ANALYSIS (2019)
Conditional screening for ultra-high dimensional covariates with survival outcomes
Hyokyoung G. Hong et al.
LIFETIME DATA ANALYSIS (2018)
Conditional Sure Independence Screening
Emre Barut et al.
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2016)
THE FUSED KOLMOGOROV FILTER: A NONPARAMETRIC MODEL-FREE SCREENING METHOD
Qing Mai et al.
ANNALS OF STATISTICS (2015)
Diagnostic studies in sufficient dimension reduction
Xin Chen et al.
BIOMETRIKA (2015)
Model-Free Feature Screening for Ultrahigh Dimenssional Discriminant Analysis
Hengjian Cui et al.
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2015)
Conditional Distance Correlation
Xueqin Wang et al.
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2015)
Sequential sufficient dimension reduction for large p, small n problems
Xiangrong Yin et al.
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY (2015)
Feature Selection for Varying Coefficient Models With Ultrahigh-Dimensional Covariates
Jingyuan Liu et al.
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2014)
Nonparametric Independence Screening in Sparse Ultra-High-Dimensional Varying Coefficient Models
Jianqing Fan et al.
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2014)
Martingale Difference Correlation and Its Use in High-Dimensional Variable Screening
Xiaofeng Shao et al.
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2014)
The Kolmogorov filter for variable screening in high-dimensional binary classification
Qing Mai et al.
BIOMETRIKA (2013)
On Partial Sufficient Dimension Reduction With Applications to Partially Linear Multi-Index Models
Zhenghui Feng et al.
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2013)
Feature Screening via Distance Correlation Learning
Runze Li et al.
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2012)
Model-Free Feature Screening for Ultrahigh-Dimensional Data
Li-Ping Zhu et al.
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2011)
Sure independence screening for ultrahigh dimensional feature space
Jianqing Fan et al.
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY (2008)
Survival prediction of diffuse large-B-cell lymphoma based on both clinical and gene expression information
LX Li
BIOINFORMATICS (2006)
Non-parametric estimation of direction in single-index models with categorical predictors
XR Yin
AUSTRALIAN & NEW ZEALAND JOURNAL OF STATISTICS (2005)
Dimension reduction for the conditional mean in regressions with categorical predictors
B Li et al.
ANNALS OF STATISTICS (2003)
The use of molecular profiling to predict survival after chemotherapy for diffuse large-B-cell lymphoma
A Rosenwald et al.
NEW ENGLAND JOURNAL OF MEDICINE (2002)
Sufficient dimension reduction in regressions with categorical predictors
F Chiaromonte et al.
ANNALS OF STATISTICS (2002)
Missing value estimation methods for DNA microarrays
O Troyanskaya et al.
BIOINFORMATICS (2001)