Finding Dantzig selectors with a proximity operator based fixed-point algorithm

Ashley Prater, Lixin Shen, Bruce W. Suter

In this paper, we study a simple iterative method for finding the Dantzig selector, which was designed for linear regression problems. The method consists of two main stages. The f…