Bayesian Sparse Group Selection

Consistent Group Identification and Variable Selection in Regression With Correlated Predictors

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

Correlated variables in regression: Clustering and sparse estimation

(2013) Peter Bühlmann et al.   JOURNAL OF STATISTICAL PLANNING AND INFERENCE

A Sparse-Group Lasso

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

Nearly unbiased variable selection under minimax concave penalty

(2010) Cun-Hui Zhang   ANNALS OF STATISTICS

Bayes and empirical-Bayes multiplicity adjustment in the variable-selection problem

(2010) James G. Scott et al.   ANNALS OF STATISTICS

The composite absolute penalties family for grouped and hierarchical variable selection

(2009) Peng Zhao et al.   ANNALS OF STATISTICS

Stochastic matching pursuit for Bayesian variable selection

(2009) Ray-Bing Chen et al.   STATISTICS AND COMPUTING

The Bayesian Lasso

(2008) Trevor Park et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Markov Chain Monte Carlo: Can We Trust the Third Significant Figure?

(2008) James M. Flegal et al.   STATISTICAL SCIENCE