Bayesian bridge regression

Dirichlet–Laplace Priors for Optimal Shrinkage

(2015) Anirban Bhattacharya et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Regularization Paths for Generalized Linear Models via Coordinate Descent

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

A new Bayesian lasso

(2014) Himel Mallick et al.   Statistics and Its Interface

Geometric ergodicity for Bayesian shrinkage models

(2014) Subhadip Pal et al.   Electronic Journal of Statistics

Bayesian adaptive Lasso

(2013) Chenlei Leng et al.   ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS

Posterior consistency in linear models under shrinkage priors

(2013) A. Armagan et al.   BIOMETRIKA

The Bayesian bridge

(2013) Nicholas G. Polson et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Penalized methods for bi-level variable selection

(2013) Patrick Breheny et al.   Statistics and Its Interface

Geometric ergodicity of the Bayesian lasso

(2013) Kshitij Khare et al.   Electronic Journal of Statistics

Bridge regression: Adaptivity and group selection

(2011) Cheolwoo Park et al.   JOURNAL OF STATISTICAL PLANNING AND INFERENCE

Genomewide Multiple-Loci Mapping in Experimental Crosses by Iterative Adaptive Penalized Regression

(2010) W. Sun et al.   GENETICS

L 1/2 regularization

(2010) ZongBen Xu et al.   Science China-Information Sciences

Random variate generation for exponentially and polynomially tilted stable distributions

(2009) Luc Devroye   ACM Transactions on Modeling and Computer Simulation

One-step sparse estimates in nonconcave penalized likelihood models

(2008) Hui Zou et al.   ANNALS OF STATISTICS

Multivariate Exponential Power Distributions as Mixtures of Normal Distributions with Bayesian Applications

(2008) E. Gómez-Sánchez-Manzano et al.   COMMUNICATIONS IN STATISTICS-THEORY AND METHODS

A note on adaptive group lasso

(2008) Hansheng Wang et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

The Bayesian Lasso

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