Testing heteroscedasticity in nonparametric regression based on trend analysis

Abstract

We first propose in this paper a new test method for detecting heteroscedasticity of the error term in nonparametric regression. Some simulation experiments are then conducted to evaluate the performance of the proposed methodology. A real-world data set is finally analyzed to demonstrate the application of the method. © 2014 Si-Lian Shen et al.