An iterative algorithm for high-dimensional linear models with both sparse and non-sparse structures

Shun Yu, Yuehan Yang

Numerous practical medical problems often involve data that possess a combination of both sparse and non-sparse structures. Traditional penalized regularizations techniques, primar…