The Local Linear M-Estimation with Missing Response Data

This paper studies the nonparametric regressive function with missing response data. Three local linear M-estimators with the robustness of local linear regression smoothers are presented such that they have the same asymptotic normality and consistency. Then finite-sample performance is examined vi...

Full description

Bibliographic Details
Main Authors: Shuanghua Luo, Cheng-Yi Zhang, Fengmin Xu
Format: Article
Language:English
Published: Hindawi Limited 2014-01-01
Series:Journal of Applied Mathematics
Online Access:http://dx.doi.org/10.1155/2014/398082