2007Shandong kexueRequires access

The Strong Consistency of the Nearest Neighbor Density Estimator of the Nonparametric Regression Function for Pairwises Negative Quadrant Depence Sequences

YU Hong-wen

Open publisher page 0 citations

Abstract

This paper obtains the strong consistency of the nearest neighbor density estimator of the nonparametric regression function for pairwises negative quadrant dependent sequences.We achieve the same mn(x) as that in the case of independent under the same condition,which is the sufficiency of the strong consistency.

About this research paper

What this paper is about

This paper obtains the strong consistency of the nearest neighbor density estimator of the nonparametric regression function for pairwises negative quadrant dependent sequences.We achieve the same mn(x) as that in the case of independent under the same condition,which is the sufficiency of the strong consistency.

Why it matters

A significance statement is not available in the OpenAlex record.

Key contribution

A contribution statement is not available in the OpenAlex record.

Method / approach

Method details are not available in the OpenAlex metadata.

Main findings

Findings are not separately available in the OpenAlex metadata.

Limitations

Limitations are not available in the OpenAlex metadata.

Applications

Application details are not available in the OpenAlex metadata.

Available abstract

This paper obtains the strong consistency of the nearest neighbor density estimator of the nonparametric regression function for pairwises negative quadrant dependent sequences.We achieve the same mn(x) as that in the case of independent under the same condition,which is the sufficiency of the strong consistency.

Key concepts: Quadrant (abdomen), Mathematics, Estimator, Regression function, Strong consistency, Consistency (knowledge bases), Nonparametric statistics, k-nearest neighbors algorithm

Related papers

Back to paper searchBrowse research topicsOriginal source
The Strong Consistency of the Nearest Neighbor Density Estimator of the Nonparametric Regression Function for Pairwises Negative Quadrant Depence Sequences — Research Paper | ScholarLens