Strong consistency of the internal estimator of nonparametric regression with dependent data

In this paper, the strong consistency of the multivariate internal nonparametric estimator is investigated under strong mixing dependence assumption. This estimator is particularly easy to use when we model the regression function by additive nonparametric structure. The pointwise strong consistency and its rate are given as well as that over a compact set, under suitable conditions.