Robust regression and diagnostic tools

Abstract

The paper derives heteroscedasticity tests for the least weighted squares, which is a robust regression method with a high breakdown point. The methods are illustrated on numerical examples with real data.

Keywords

• Linear regression
• heteroscedasticity
• least weighted squares.