DSRIG: Incorporating Graphical Structure in the Regularized Modeling of SNP Data

Sparse Regression Incorporating Graphical Structure Among Predictors

(2016) Guan Yu et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Regularized Machine Learning in the Genetic Prediction of Complex Traits

(2014) Sebastian Okser et al.   PLoS Genetics

Evaluation of the lasso and the elastic net in genome-wide association studies

(2013) Patrik Waldmann et al.   Frontiers in Genetics

The solution path of the generalized lasso

(2011) Ryan J. Tibshirani et al.   ANNALS OF STATISTICS

A Fast Iterative Shrinkage-Thresholding Algorithm for Linear Inverse Problems

(2009) Amir Beck et al.   SIAM Journal on Imaging Sciences

Statistical Estimation of Correlated Genome Associations to a Quantitative Trait Network

(2009) Seyoung Kim et al.   PLoS Genetics

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

(2008) C. Li et al.   BIOINFORMATICS