Supervised group Lasso with applications to microarray data analysis
Supervised group Lasso with applications to microarray data analysis
A tremendous amount of efforts have been devoted to identifying genes for diagnosis and prognosis of diseases using microarray gene expression data. It has been demonstrated that gene expression data have cluster structure, where the clusters consist of co-regulated genes which tend to have coordinated functions. However, most available statistical …