摘要
研究误差为END序列的非参数回归模型未知函数估计量的极限性质.并利用END序列的Cr不等式,Rosenthal不等式以及权函数相关性质,证明其弱相合性与完全收敛性.
In this paper, based on END errors, the limit properties for unknown function g(·) in the nonparametric regression model is investigated. By using Cr inequality, Rosenthal inequality, and some properties of weighted functions, we obtained the weak convergence and complete convergence.
出处
《湖北大学学报(自然科学版)》
CAS
2017年第2期118-122,130,共6页
Journal of Hubei University:Natural Science
关键词
非参数回归模型
END序列
相合性
完全收敛性
non-parametric regression model
END sequences
consistency
complete convergence