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All Journal JURNAL MATEMATIKA STATISTIKA DAN KOMPUTASI
Priatmadani Priatmadani
Politeknik Statistika STIS
Mathematics

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Pendugaan Area Kecil Tingkat Kemiskinan Anak di Pulau Maluku dan Papua Tahun 2023 Priatmadani Priatmadani; Putri Puspita Sari; Ervan Nur Rahmat; Puput Budi Aji; Faried Akbar Nafiis; Nofita Istiana
Jurnal Matematika, Statistika dan Komputasi Vol. 21 No. 1 (2024): SEPTEMBER 2024
Publisher : Department of Mathematics, Hasanuddin University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.20956/j.v21i1.35293

Abstract

Child welfare issues such as child poverty pose a challenge for Indonesia. The provinces in Maluku and Papua have the highest rates of child poverty. Data on child poverty at regencies/municipalities level is needed to address this issue through targeted policies. The direct estimations have a Relative Standard Error (RSE) value of more than 25 percent, necessitating the use of an indirect method, Small Area Estimation (SAE). This study aims to compare the results of indirect estimates of the percentage of children aged 0-17 living in poverty at the regencies/municipalities level in Maluku and Papua using SAE Empirical Best Linear Unbiased Prediction (EBLUP) and Hierarchical Bayes Beta (HB Beta) methods. Susenas KOR March 2023 data is used to produce direct estimates, while Podes 2021 data is used to form auxiliary variables. The results indicate that the SAE HB Beta method provides estimates with better RSE compared to SAE EBLUP. All regencies/municipalities in the Maluku and Papua have a fairly good level of accuracy.
Co-Authors Ervan Nur Rahmat Faried Akbar Nafiis Nofita Istiana Puput Budi Aji Putri Puspita Sari