On the fourth-order hybrid beta polynomial kernels in kernel density estimation

On the fourth-order hybrid beta polynomial kernels in kernel density estimation

This paper introduces a novel family of fourth-order hybrid beta polynomial kernels tailored for statistical analysis. The efficacy of these kernels is evaluated using two principal performance metrics: asymptotic mean integrated squared error (AMISE) and kernel efficiency. Comprehensive assessment...

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Bibliographic Details
Main Author: Benson Ade Eniola Afere
Format: Article
Language:English
Published: Nigerian Society of Physical Sciences 2024-02-01
Series:Journal of Nigerian Society of Physical Sciences
Subjects:
Kernel density estimation
Fourth-order kernels
hybrid kernels
AMISE
Efficiency
Online Access:https://journal.nsps.org.ng/index.php/jnsps/article/view/1631

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