Local Influence on Bandwidth Estimation for Kernel Smoothing

Examines the problem of assessing local influence on the optimal bandwidth estimation in kernel smoothing based on cross validation. Role of the bandwidth for kernel smoothing in the model fitting; Applications of the proposed diagnostic; Discussion on the perturbation scheme.

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Bibliographic Details
Main Authors: TSE, Yiu Kuen, Zhang, Xibin
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2001
Subjects:
Online Access:https://ink.library.smu.edu.sg/soe_research/137
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Institution: Singapore Management University
Language: English
Description
Summary:Examines the problem of assessing local influence on the optimal bandwidth estimation in kernel smoothing based on cross validation. Role of the bandwidth for kernel smoothing in the model fitting; Applications of the proposed diagnostic; Discussion on the perturbation scheme.