Simultaneous parameter estimation and variable selection via the logit-normal continuous analogue of the spike-and-slab prior

Bayesian Sparse Group Selection

(2016) Ray-Bing Chen et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Regularization

(2016) Jake Lever et al.   NATURE METHODS

mice: Multivariate Imputation by Chained Equations inR

(2015) Stef van Buuren et al.   Journal of Statistical Software

Classification of mislabelled microarrays using robust sparse logistic regression

(2013) Jakramate Bootkrajang et al.   BIOINFORMATICS

A Sparse-Group Lasso

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

Urine Steroid Metabolomics as a Biomarker Tool for Detecting Malignancy in Adrenal Tumors

(2011) Wiebke Arlt et al.   JOURNAL OF CLINICAL ENDOCRINOLOGY & METABOLISM

The horseshoe estimator for sparse signals

(2010) C. M. Carvalho et al.   BIOMETRIKA

The Bayesian Lasso

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