Complete Consistency of the Estimator of Nonparametric Regression Models Based onρ~-Mixing Sequences

摘要

We study the complete consistency for estimator of nonparametric regression model based onρ~-mixing sequences by using the classical Rosenthal-type inequality and the truncated method. As an application, the complete consistency for the nearest neighbor estimator is obtained.