Asymptotic properties for combined L1 and concave regularization

High-Dimensional Sparse Additive Hazards Regression

(2012) Wei Lin et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

A General Theory of Concave Regularization for High-Dimensional Sparse Estimation Problems

(2012) Cun-Hui Zhang et al.   STATISTICAL SCIENCE

Nonconcave Penalized Likelihood With NP-Dimensionality

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

SparseNet: Coordinate Descent With Nonconvex Penalties

(2011) Rahul Mazumder et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Nearly unbiased variable selection under minimax concave penalty

(2010) Cun-Hui Zhang   ANNALS OF STATISTICS

High-dimensional classification using features annealed independence rules

(2009) Jianqing Fan et al.   ANNALS OF STATISTICS

Simultaneous analysis of Lasso and Dantzig selector

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

A unified approach to model selection and sparse recovery using regularized least squares

(2009) Jinchi Lv et al.   ANNALS OF STATISTICS

On the adaptive elastic-net with a diverging number of parameters

(2009) Hui Zou et al.   ANNALS OF STATISTICS