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

[摘要] We study the complete consistency for estimator of nonparametric regression model based on ρ~-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.

[发布日期] 2012-12-10