The Cluster Elastic Net for High-Dimensional Regression With Unknown Variable Grouping

Valid post-selection inference

(2013) Richard Berk et al.   ANNALS OF STATISTICS

Consistent Group Identification and Variable Selection in Regression With Correlated Predictors

(2013) Dhruv B. Sharma et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Sparsity with sign-coherent groups of variables via the cooperative-Lasso

(2012) Julien Chiquet et al.   Annals of Applied Statistics

Simultaneous supervised clustering and feature selection over a graph

(2012) X. Shen et al.   BIOMETRIKA

A Sparse-Group Lasso

(2012) Noah Simon et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

The sparse Laplacian shrinkage estimator for high-dimensional regression

(2011) Jian Huang et al.   ANNALS OF STATISTICS

Variable selection and regression analysis for graph-structured covariates with an application to genomics

(2010) Caiyan Li et al.   Annals of Applied Statistics

Stability selection

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

Sparse regression with exact clustering

(2010) Yiyuan She   Electronic Journal of Statistics

Network-constrained regularization and variable selection for analysis of genomic data

(2008) C. Li et al.   BIOINFORMATICS

Shrinkage and model selection with correlated variables via weighted fusion

(2008) Z. John Daye et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Penalized regression with correlation-based penalty

(2008) Gerhard Tutz et al.   STATISTICS AND COMPUTING