Dette, Holger; Hetzler, Benjamin - Institut für Wirtschafts- und Sozialstatistik, … - 2006
In this paper a new test for the parametric form of the variance function in the common nonparametric regression model is proposed which is applicable under very weak smoothness assumptions. The new test is based on an empirical process formed from pseudo residuals, for which weak convergence to...