The sparse Laplacian shrinkage estimator for high-dimensional regression

Jian Huang, Shuangge Ma, Hongzhe Li +1

We propose a new penalized method for variable selection and estimation that explicitly incorporates the correlation patterns among predictors. This method is based on a combinatio…