Complete Consistency of the Estimator of Nonparametric Regression Models Based on ρ~‐Mixing Sequences
Xuejun Wang, Fengxi Xia, Meimei Ge, Shuhe Hu, Wenzhi Yang · Abstract and Applied Analysis · 2012
We study the complete consistency for estimator of nonparametric regression model based on ‐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.