Group descent algorithms for nonconvex penalized linear and logistic regression models with grouped predictors

Patrick Breheny, Jian Huang

Penalized regression is an attractive framework for variable selection problems. Often, variables possess a grouping structure, and the relevant selection problem is that of select…