Testing Heteroscedasticity in Nonparametric Regression Based on Trend Analysis

الملخص EN

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.