Jurnal Litbang Sukowati : Media Penelitian dan Pengembangan
Vol 8 No 1 (2024): Vol. 8 No. 1, Mei 2024

Pemodelan Regresi Semiparametrik Spline pada Persentase Penduduk Miskin di Provinsi Kalimantan Selatan

Muhammad Munawwir (Universitas Lambung Mangkurat)
Fuad Muhajirin Farid (Unknown)
Yeni Rahkmawati (Unknown)



Article Info

Publish Date
31 May 2024

Abstract

Poverty is one of the unresolved development challenges throughout the world, including Indonesia. One of the regions in Indonesia where the percentage of poor people is below the national level is South Kalimantan Province. The percentage of poor people in South Kalimantan Province from 2000 to March 2022 was always below the national level. The economy in South Kalimantan is dominated by the mining and quarrying sector which is less sustainable, allowing the percentage of poor people in South Kalimantan to be prone to increase.  Therefore, it is necessary to model the percentage of poor people based on the factors considered to influence it. This study aims to explain how to model the percentage of poor people based on the assumption that the observed variables affect it. To achieve this goal, the technique applied in modeling the percentage of poor people is spline semiparametric regression. As a result of using this semiparametric spline regression, it was found that the model parameters were not significant, requiring separate modeling for parametric and nonparametric regression. Based on the separation of the model, it’s found that using multiple linear regression there are 2 influential predictor variables, namely adjusted per capita expenditure and the percentage of households using proper water.

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Journal Info

Abbrev

sukowati

Publisher

Subject

Humanities Economics, Econometrics & Finance Education Environmental Science Social Sciences

Description

The journal publishes research-based articles on community development. The articles should be focused on regional planning, infrastructure, governing, regional economics, social and cultural, as well as innovations. ...