A Robust Adaptive Modified Maximum Likelihood Estimator for the Linear Regression Model

Sukru Acitas, Peter Filzmoser, Birdal Senoglu

In linear regression, the least squares (LS) estimator has certain optimality properties if the errors are normally distributed. This assumption is often violated in practice, part…