首页> 中文期刊> 《数学物理学报:B辑英文版》 >A LAW OF THE ITERATED LOGARITHM FOR NEAREST NEIGHBOR ESTIMATION OF MULTIVARIATE DENSITY FUNCTION

A LAW OF THE ITERATED LOGARITHM FOR NEAREST NEIGHBOR ESTIMATION OF MULTIVARIATE DENSITY FUNCTION

         

摘要

Let X be a d-dimensional random vector with unknown density function f(z)=f(z1, ···, zd), and let fn be teh nearest neighbor estimator of f proposed by Loftsgaarden and Quesenberry (1965). In this paper, we established the law of the iterated logarithm of fn for general case of d≥1, which gives the exact pointwise strong convergence rate of fn.

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