Al-Jabar : Jurnal Pendidikan Matematika
Vol 12, No 1 (2021): Al-Jabar: Jurnal Pendidikan Matematika

Spatial Modeling for Poverty: The Comparison of Spatial Error Model and Geographic Weighted Regression

Achi Rinaldi ((Scopus ID: 57209826173), Universitas Islam Negeri Raden Intan Lampung)
Yuni Susianto (Badan Pusat Statistik, Indonesia)
Budi Santoso (Badan Pusat Statistik, Indonesia)
Wahyu Kusumaningtyas (STKIP Kumala Metro, Indonesia)

Article Info

Publish Date
15 Jun 2021

Abstract

This study aims to analyze poverty using spatial models. The researchers also compared the Spatial Error Model (SEM) and Geographically Weighted Regression (GWR). The comparison of the two models was based on the estimation evaluation criteria and the constructed spatial associations. Spatial regression is considered very appropriate to be used to model the relationship pattern between poverty and explanatory variables when the observed data has a spatial effect caused by the proximity between the observation areas. The spatial dependence of errors on observational data can be overcome using SEM, while the effect of heterogeneity of spatial variance can overcome using GWR.

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Journal Info
Al-Jabar : Jurnal Pendidikan Matematika
Website

Abbrev

AL-JABAR

Publisher

Universitas Islam Negeri Raden Intan Lampung

Subject

Education Mathematics

Description

Al-Jabar : Jurnal Pendidikan Matematika, with registered number p-ISSN: 2086-5872 (print), e-ISSN: 2540-7562 (online), is a scientific journal published by Mathematics Education IAIN Raden Intan Lampung. The aim of this journal publication is to disseminate new theories and research results that ...