The Sparse MLE for Ultrahigh-Dimensional Feature Screening

Model-Free Feature Screening for Ultrahigh-Dimensional Data

(2012) Li-Ping Zhu et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Feature Screening via Distance Correlation Learning

(2012) Runze Li et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Extended BIC for small-n-large-P sparse GLM

(2011) Jiahua Chen et al.   STATISTICA SINICA

Sure independence screening in generalized linear models with NP-dimensionality

(2010) Jianqing Fan et al.   ANNALS OF STATISTICS

Nearly unbiased variable selection under minimax concave penalty

(2010) Cun-Hui Zhang   ANNALS OF STATISTICS

Forward Regression for Ultra-High Dimensional Variable Screening

(2010) Hansheng Wang   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Simultaneous analysis of Lasso and Dantzig selector

(2009) Peter J. Bickel et al.   ANNALS OF STATISTICS

Iterative hard thresholding for compressed sensing

(2009) Thomas Blumensath et al.   APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS

Empirical Bayes Estimates for Large-Scale Prediction Problems

(2009) Bradley Efron   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Extended Bayesian information criteria for model selection with large model spaces

(2008) J. Chen et al.   BIOMETRIKA

Iterative Thresholding for Sparse Approximations

(2008) Thomas Blumensath et al.   JOURNAL OF FOURIER ANALYSIS AND APPLICATIONS

Sure independence screening for ultrahigh dimensional feature space

(2008) Jianqing Fan et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY