Ni, Xuelei "Sherry"; Huo, Xiaoming - 2009
Huber's estimator has had a long lasting impact, particularly on robust statistics. It is well known that under certain … conditions, Huber's estimator is asymptotically minimax. A moderate generalization in rederiving Huber's estimator shows that … Huber's estimator is not the only choice. We develop an alternative asymptotic minimax estimator and name it regression with …