The Use of A Geographically Weighted Regression Model to Analyze Predictors of The Rice Supply in Bojonegoro

Nurdiansyah, Denny and Ma'ady, Mochamad Nizar Palefi and Kartini, Alif Yuanita and Yuliana, Ummi Agustin (2024) The Use of A Geographically Weighted Regression Model to Analyze Predictors of The Rice Supply in Bojonegoro. VYGOTSKY, 6 (1). pp. 1-12. ISSN 2656-2286

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Abstract

The research goal would be to understand all potential influences on the amount of rice available within every sub-district in the Bojonegoro district. Geographically weighted regression (GWR), a technique used for this study, uses kernels: adaptive bisquare, fixed bisquare, adaptive gaussian, and fixed gaussian. The state office for food security and farming inside the Bojonegoro district provided secondary statistics for the 2018 year that included information on the population, the harvested area, the rice production, and the rice supply. The outcomes from the kernel-fixed gaussian elected model using AIC minimum criteria for the GWR model. The implementation's conclusion is due to the impact of variety in locations. The next research recommendation is a time-series spatial study of the rice problem.

Item Type: Article
Uncontrolled Keywords: Rice Supply, Harvested Area, Rice Production, Population, GWR
Subjects: 500 – Ilmu Pengetahuan > 510 Matematika > 510 Matematika
600 – Teknologi (Ilmu Terapan) > 600 Teknologi (ilmu terapan) > 600 Teknologi
Divisions: Fakultas Sains dan Teknologi > Teknik Informatika
Fakultas Sains dan Teknologi > Statistika
Depositing User: M.Si, Denny Nurdiansyah
Date Deposited: 23 Mar 2024 03:26
Last Modified: 23 Mar 2024 03:26
Contributors (Pembimbing / Pengarah):
Contribution
Name
NIDN
Author
Nurdiansyah, Denny
NIDN0726058702
Author
Ma'ady, Mochamad Nizar Palefi
NIDN0708119103
Author
Kartini, Alif Yuanita
NIDN0721048606
Author
Yuliana, Ummi Agustin
NIM2520180022
URI: https://repository.unugiri.ac.id:8443/id/eprint/4970

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