BAYESIAN HYPER-LASSOS WITH NON-CONVEX PENALIZATION

SNP Selection in genome-wide and candidate gene studies via penalized logistic regression

(2010) Kristin L. Ayers et al.   GENETIC EPIDEMIOLOGY

Sharp Thresholds for High-Dimensional and Noisy Sparsity Recovery Using $\ell _{1}$-Constrained Quadratic Programming (Lasso)

(2009) Martin J. Wainwright   IEEE TRANSACTIONS ON INFORMATION THEORY

Bayesian regularisation in structured additive regression: a unifying perspective on shrinkage, smoothing and predictor selection

(2009) Ludwig Fahrmeir et al.   STATISTICS AND COMPUTING

A general approach to simultaneous model fitting and variable elimination in response models for biological data with many more variables than observations

(2008) Harri T Kiiveri   BMC BIOINFORMATICS

The Bayesian Lasso

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

Shrinkage tuning parameter selection with a diverging number of parameters

(2008) Hansheng Wang et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Simultaneous Analysis of All SNPs in Genome-Wide and Re-Sequencing Association Studies

(2008) Clive J. Hoggart et al.   PLoS Genetics