Strong Consistency of Local M-estimator with Variable Bandwidth under Mixing Processes

When we are using the local M-estimator with variable bandwidth to estimate, the collected data are not independent samples sometimes, but may be some mixing samples. Therefore, this paper discusses the strong consistency of M-estimator with variable bandwidth when the observational data are -mixing processes, and gives two theorems with some weaker assumptions.