Using the $L_2 $-Estimator in $L_1 $-Estimation

Abstract

This note investigates the advantage of using prior knowledge as a starting point in the improved $L_1 $-algorithm of Barrodale and Roberts. In particular, if the least squares estimator is available, then it is shown how this estimator can be used to reduce the number of iterations in most cases.