Bootstrapping the nonparametric ARCH regression model

摘要

In this paper we introduce the nonparametric AR(1)-ARCH(1) model and show weak consistency of the Nadaraya-Watson estimators for the model. We propose a residual and a wild bootstrap method and prove weak consistency of the bootstrap estimators.