A model specification test for the variance function in nonparametric regression

Juan Carlos Pardo-Fernandez, M. Dolores Jimenez-Gamero

The problem of testing for the parametric form of the conditional variance is considered in a fully nonparametric regression model. A test statistic based on a weighted $L_2$-dista…