Empirical Likelihood Inference for Nonparametric Regression Functions with Functional Stationary Ergodic Data

Abstract

In this article, we employ the empirical likelihood method to construct confidence intervals for nonparametric regression functions with functional stationary ergodic data. Under some wild conditions, it is proved that the empirical likelihood ratio statistic is asymptotically chi-squared distributed.