Group descent algorithms for nonconvex penalized linear and logistic regression models with grouped predictors

Regularization Paths for Generalized Linear Models via Coordinate Descent

(2015) Jerome Friedman et al.   Journal of Statistical Software

A Selective Review of Group Selection in High-Dimensional Models

(2012) Jian Huang et al.   STATISTICAL SCIENCE

Coordinate descent algorithms for nonconvex penalized regression, with applications to biological feature selection

(2011) Patrick Breheny et al.   Annals of Applied Statistics

An iterative algorithm for fitting nonconvex penalized generalized linear models with grouped predictors

(2011) Yiyuan She   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Multidimensional Shrinkage-Thresholding Operator and Group LASSO Penalties

(2011) Arnau Tibau Puig et al.   IEEE SIGNAL PROCESSING LETTERS

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

Variable Selection in Nonparametric Varying-Coefficient Models for Analysis of Repeated Measurements

(2009) Lifeng Wang et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Sparse additive models

(2009) Pradeep Ravikumar et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Coordinate descent algorithms for lasso penalized regression

(2008) Tong Tong Wu et al.   Annals of Applied Statistics

One-step sparse estimates in nonconcave penalized likelihood models

(2008) Hui Zou et al.   ANNALS OF STATISTICS