Jurnal Ilmiah Matematika dan Pendidikan Matematika (JMP)
Vol 8 No 2 (2016): Jurnal Ilmiah Matematika dan Pendidikan Matematika (JMP)

ESTIMASI DENSITAS KERNEL ADJUSTED: STUDI SIMULASI

Novita Eka Chandra (Universitas Islam Darul ‘Ulum Lamongan)
Masriani Mahyuddin (Universitas Islam Darul ‘Ulum Lamongan)
Siti Alfiatur Rohmaniah (Universitas Islam Darul ‘Ulum Lamongan)

Article Info

Publish Date
30 Dec 2016

Abstract

Kernel adjusted density estimation is a modification of the regular kernel density estimation. The modification is applied to a kernel function. This kernel function is derived from the location-scale transformation. Simulation study shows that this estimation have better results than the regular estimation because it has smaller MSE value. In addition, if normal kernel is used as a kernel function then the curve estimation will be smoother than other kernel function such as uniform kernel and Epachenikov kernel.

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Journal Info
Jurnal Ilmiah Matematika dan Pendidikan Matematika (JMP)
Website

Abbrev

jmp

Publisher

Universitas Jenderal Soedirman

Subject

Mathematics

Description

JMP is a an open access journal which publishes research articles, reviews, case studies, guest edited thematic issues and short communications/letters in all areas of mathematics, applied mathematics, applied commutative algebra and algebraic geometry, mathematical biology, physics and engineering, ...