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All Journal Jurnal Manajemen Keuangan Publik INTEK: Jurnal Penelitian Diklat Review : Jurnal manajemen pendidikan dan pelatihan Journal of the Indonesian Medical Association : Majalah Kedokteran Indonesia Jurnal Administrasi Bisnis Eksponensial
Ridhawati, Ridhawati
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Humanities Biochemistry, Genetics & Molecular Biology Computer Science & IT Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Engineering Health Professions Mathematics Medicine & Pharmacology Public Health Social Sciences Other

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Journal : Eksponensial

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Model Geographically Weighted Poisson Regression (GWPR) dengan Fungsi Pembobot Adaptive Gaussian: (Studi Kasus : Angka Kematian Ibu (AKI) di 24 Kab/Kota Kalimantan Timur dan Kalimantan Barat Tahun 2017) Ridhawati, Ridhawati; Suyitno, Suyitno; Wasono, Wasono
EKSPONENSIAL Vol. 12 No. 2 (2021)
Publisher : Program Studi Statistika FMIPA Universitas Mulawarman

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30872/eksponensial.v12i2.807

Abstract

The Geographically Weighted Poisson Regression (GWPR) Model is a regression model developed from Poisson regression or a local form of Poisson regression. The GWPR model generates a local model parameter estimator at each observation location where the data is collected and assumes the data is Poisson distributed. The estimation of GWPR model parameters uses the Adaptive Gaussian weighting function by determining the optimum bandwidth using GCV criteria. Based on the GWPR model, it is found that the factors that influence the maternal mortality rate (MMR) data in 24 districts (cities) of East Kalimantan and West Kalimantan are the percentage of pregnant women receiving Fe3 tablets, pregnant women with obstetric complications and the number of hospitals. These three variables produce four groups of GWPR model. Based on the GCV value, it is obtained that the best model is the GWPR model because it has the smallest GCV value.
Co-Authors Abdul Wahid Wahab Anna Rozaliyani Aslinda, Aslinda Indah Raya Maya Kasmita Mulyati Mulyati Nursiah La Nafie Robiatul Adawiyah Sirajuddin Saleh Siregar, Stephen Suyitno Suyitno Theola, Jason Wasono, Wasono