Independent screening for single-index hazard rate models with ultrahigh dimensional features

Regularization for Cox’s proportional hazards model with NP-dimensionality

(2012) Jelena Bradic et al.   ANNALS OF STATISTICS

Nonconcave Penalized Likelihood With NP-Dimensionality

(2011) Jianqing Fan et al.   IEEE TRANSACTIONS ON INFORMATION THEORY

Nonparametric Independence Screening in Sparse Ultra-High-Dimensional Additive Models

(2011) Jianqing Fan et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Penalized composite quasi-likelihood for ultrahigh dimensional variable selection

(2011) Jelena Bradic et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Sure independence screening in generalized linear models with NP-dimensionality

(2010) Jianqing Fan et al.   ANNALS OF STATISTICS

Variable selection in a class of single-index models

(2010) Li-Ping Zhu et al.   ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS

A variable selection method for genome-wide association studies

(2010) Qianchuan He et al.   BIOINFORMATICS

High-Dimensional Cox Models: The Choice of Penalty as Part of the Model Building Process

(2010) Axel Benner et al.   BIOMETRICAL JOURNAL

Ranking prognosis markers in cancer genomic studies

(2010) S. Ma et al.   BRIEFINGS IN BIOINFORMATICS

Stability selection

(2010) Nicolai Meinshausen et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Covariate Selection for the Semiparametric Additive Risk Model

(2009) TORBEN MARTINUSSEN et al.   SCANDINAVIAN JOURNAL OF STATISTICS

One-step sparse estimates in nonconcave penalized likelihood models

(2008) Hui Zou et al.   ANNALS OF STATISTICS

An 86-probe-set gene-expression signature predicts survival in cytogenetically normal acute myeloid leukemia

(2008) K. H. Metzeler et al.   BLOOD

Nonconcave penalized inverse regression in single-index models with high dimensional predictors

(2008) Li-Ping Zhu et al.   JOURNAL OF MULTIVARIATE ANALYSIS

Sure independence screening for ultrahigh dimensional feature space

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