Efficient Clustering of Correlated Variables and Variable Selection in High-Dimensional Linear Models

Niharika Gauraha, Swapan K. Parui

In this paper, we introduce Adaptive Cluster Lasso(ACL) method for variable selection in high dimensional sparse regression models with strongly correlated variables. To handle cor…