Improved LARS algorithm for adaptive LASSO in the linear regression model

Manickavasagar Kayanan, Pushpakanthie Wijekoon

The adaptive LASSO has been used for consistent variable selection in place of LASSO in the linear regression model. In this article, we propose a modified LARS algorithm to combin…