数学物理学报(英文版) ›› 1987, Vol. 7 ›› Issue (2): 159-167.

• 论文 • 上一篇    下一篇

A LAW OF THE ITERATED LOGARITHM FOR NONPARAMETRIC CONDITIONAL DENSITY ESTIMATORS

孙东初   

  1. East China Normal University
  • 收稿日期:1985-02-11 出版日期:1987-06-25 发布日期:1987-06-25

A LAW OF THE ITERATED LOGARITHM FOR NONPARAMETRIC CONDITIONAL DENSITY ESTIMATORS

Sun Dongchu   

  1. East China Normal University
  • Received:1985-02-11 Online:1987-06-25 Published:1987-06-25

摘要: We establish a law of the itearted logarithm for a triangular array of indepentent random variables, and apply it to obtain sharp pointwise rates of strong consistency for a large class of nonparametric estimators of bivariate density and conditional density. We consider the case of double kernel estimators anal trigonometric series estimators in detail.

Abstract: We establish a law of the itearted logarithm for a triangular array of indepentent random variables, and apply it to obtain sharp pointwise rates of strong consistency for a large class of nonparametric estimators of bivariate density and conditional density. We consider the case of double kernel estimators anal trigonometric series estimators in detail.