Sieve estimation of Cox models with latent structures

A fast unified algorithm for solving group-lasso penalize learning problems

(2014) Yi Yang et al.   STATISTICS AND COMPUTING

Nonconcave Penalized Likelihood With NP-Dimensionality

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

Linear or Nonlinear? Automatic Structure Discovery for Partially Linear Models

(2011) Hao Helen Zhang et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Strong rules for discarding predictors in lasso-type problems

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

Penalized variable selection procedure for Cox models with semiparametric relative risk

(2010) Pang Du et al.   ANNALS OF STATISTICS

Nearly unbiased variable selection under minimax concave penalty

(2010) Cun-Hui Zhang   ANNALS OF STATISTICS

The group lasso for logistic regression

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