Asymptotic properties of a Nadaraya-Watson type estimator for regression functions of infinite order

Seok Young Hong, Oliver Linton

We consider a class of nonparametric time series regression models in which the regressor takes values in a sequence space. Technical challenges that hampered theoretical advances…