Structure and Consistent of the Non-Parametric
Kernel Density Estimation

Liu Haiyan; Zhao Lianwen

Volume 12 Issue 3

Jun. 1999

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Article Contents

Journal of Southwest Jiaotong University > 1999 > 12(3): 360-364.

Liu Haiyan, Zhao Lianwen. Structure and Consistent of the Non-ParametricKernel Density Estimation[J]. Journal of Southwest Jiaotong University, 1999, 12(3): 360-364.

Citation:

Liu Haiyan, Zhao Lianwen. Structure and Consistent of the Non-Parametric Kernel Density Estimation[J]. Journal of Southwest Jiaotong University, 1999, 12(3): 360-364.

Liu Haiyan, Zhao Lianwen. Structure and Consistent of the Non-ParametricKernel Density Estimation[J]. Journal of Southwest Jiaotong University, 1999, 12(3): 360-364.

Citation:

Liu Haiyan, Zhao Lianwen. Structure and Consistent of the Non-Parametric Kernel Density Estimation[J]. Journal of Southwest Jiaotong University, 1999, 12(3): 360-364.

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Structure and Consistent of the Non-Parametric Kernel Density Estimation

Publish Date: 25 Jun 1999

Abstract

Abstract

A kind of kernel density estimation method is discussed in non-parametric statistics for independently and identically distributed random variable of density. In this discussion, a new estimation value method is introduced; then, the method’s consistency, the stability, the optimal bandwidth, and asymptotic confidence interval of f(x)are obtained.
- non-parametric estimation,
- deviations,
- consistency,
- kernel density estimation