Robust Procedures for Estimating Polynomial Regression

Abstract

In this article we seek good estimators and designs for estimating a regression function, when the function is assumed to be a polynomial of given degree plus a “small” polynomial of given higher degree. We propose a procedure using designs and estimators which are linear combinations of standard designs and estimators, and verify that in the cases computed our procedure shows desirable robustness properties when compared with the standard procedure.