Moderate deviations for some nonparametric estimators with errors in variables

作者：Zhao, Shoujiang; Liu, Qiaojing^*

来源：Statistics & Probability Letters, 2012, 82(6): 1175-1184.

DOI：10.1016/j.spl.2012.02.015

• Moderate deviations
• Errors in variables
• Regression function
• Conditional distribution function

We study moderate deviations of some nonparametric estimators with ordinary smooth measurement errors. The moderate deviation principles for the kernel estimators of regression functions and conditional distribution functions are obtained.

• 出版日期2012-6
• 单位三峡大学