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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