条件密度近邻—核估计的渐近正态性
Asymptotic Normality of the Nearest Neighbor-Kernel Estimator of Conditional Density
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摘要: 本文给出了条件密度近邻-核估计的渐近正态分布。Abstract: Let (X,Y) be Rp×Rq-valued random vector, and f(y|x) be the conditional density function of Y given X. In 1, the nearest neighbor-kernel estimator fn(y|x) of f(y|x) was introduced, and the strong consistency of fn(y|x) was proved. In the paper, the asymptotic normality of fn(y|x) is obtained under some moderate conditions.