Acta mathematica scientia,Series B ›› 1992, Vol. 12 ›› Issue (4): 472-478.
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Hong Shenyan1, Chen Guijing1, Kong Fanchao1, Gao Jiti2
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Abstract: 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.
Hong Shenyan, Chen Guijing, Kong Fanchao, Gao Jiti. A LAW OF THE ITERATED LOGARITHM FOR NEAREST NEIGHBOR ESTIMATION OF MULTIVARIATE DENSITY FUNCTION[J].Acta mathematica scientia,Series B, 1992, 12(4): 472-478.
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