PEMODELAN RATA-RATA LAMA SEKOLAH MENGGUNAKAN PENDEKATAN REGRESI NONPARAMETRIK SPLINE MULTIVARIABLE

NI LUH GEDE SINTA ARYATI; I KOMANG GDE SUKARSA; I GUSTI AYU MADE SRINADI

doi:10.24843/MTK.2021.v10.i02.p320

PEMODELAN RATA-RATA LAMA SEKOLAH MENGGUNAKAN PENDEKATAN REGRESI NONPARAMETRIK SPLINE MULTIVARIABLE

NI LUH GEDE SINTA ARYATI Universitas Udayana
I KOMANG GDE SUKARSA Udayana University
I GUSTI AYU MADE SRINADI Universitas Udayana http://orcid.org/0000-0003-1309-044X

DOI: https://doi.org/10.24843/MTK.2021.v10.i02.p320

Abstract

Mean years school (MYS) is one of the indicators used in calculating the human development index (HDI). The value of MYS Indonesia in 2019 is 8,75 which is still low. Therefore it still needs to be improved. In this research, MYS modeling will be carried out using six factors that are thought to influence MYS. This research uses multivariable spline nonparametric regression to modeling MYS Indonesia in 2019. The best model is selected based on the minimum value of Generalized Cross Validation (GCV). Based on this research, the best model obtained is a linear orde (orde 2) spline model with four knots. The model has value of 99,91%.

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Author Biographies

NI LUH GEDE SINTA ARYATI, Universitas Udayana

Program Studi Matematika, Fakultas MIPA - Universitas Udayana

I KOMANG GDE SUKARSA, Udayana University

Program Studi Matematika, Fakultas MIPA - Universitas Udayana

I GUSTI AYU MADE SRINADI, Universitas Udayana

Program Studi Matematika, Fakultas MIPA - Universitas Udayana

Published

2021-05-24

How to Cite

ARYATI, NI LUH GEDE SINTA; SUKARSA, I KOMANG GDE; SRINADI, I GUSTI AYU MADE. PEMODELAN RATA-RATA LAMA SEKOLAH MENGGUNAKAN PENDEKATAN REGRESI NONPARAMETRIK SPLINE MULTIVARIABLE. E-Jurnal Matematika, [S.l.], v. 10, n. 2, p. 53-58, may 2021. ISSN 2303-1751. Available at: <https://ojs.unud.ac.id/index.php/mtk/article/view/73240>. Date accessed: 19 nov. 2024. doi: https://doi.org/10.24843/MTK.2021.v10.i02.p320.

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