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All Journal IAES International Journal of Artificial Intelligence (IJ-AI) EKSAKTA: Journal of Sciences and Data Analysis Jurnal Ilmu Komputer dan Informasi MATEMATIKA Jurnal Sains dan Seni ITS IPTEK Journal of Science IPTEK Journal of Proceedings Series IPTEK The Journal for Technology and Science TELKOMNIKA (Telecommunication Computing Electronics and Control) Journal of Natural A Seminar Nasional Informatika (SEMNASIF) Science and Technology Indonesia Jurnal Matematika: MANTIK Syntax Literate: Jurnal Ilmiah Indonesia Business and Finance Journal Jurnal Ilmiah Matematika dan Pendidikan Matematika (JMP) Indonesian Journal of Electrical Engineering and Computer Science Inferensi Proceeding ISETH (International Summit on Science, Technology, and Humanity) Sewagati PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON DATA SCIENCE AND OFFICIAL STATISTICS
Nur Iriawan
Departemen Statistika Institut Teknologi Sepuluh Nopember
Arts Humanities Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Chemistry Computer Science & IT Decision Sciences, Operations Research & Management Earth & Planetary Sciences Economics, Econometrics & Finance Education Engineering Environmental Science Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Materials Science & Nanotechnology Mathematics Medicine & Pharmacology Physics Public Health Social Sciences Other

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Journal : IPTEK Journal of Science

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Small Area Estimation Of Expenditure Per-capita in Banyuwangi with Hierarchical Bayesian and Empirical Bayes Methods Wirajaya Kusuma; Nur Iriawan; Irhamah Irhamah
IPTEK Journal of Science Vol 2, No 3 (2017)
Publisher : Lembaga Penelitian dan Pengabdian kepada Masyarakat

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (315.543 KB) | DOI: 10.12962/j23378530.v2i3.a3185

Abstract

One of the economic indicators that are widely used to measure the level of prosperity and welfare is per capita income. However, an accurate income data is difficult to be obtained. In Susenas this data is approached by using data on expenditures per capita. This study employ Hierarchical Bayes (HB) and Empirical Bayes (EB) methods to be applied to Small Area Estimation (SAE) to estimate the expenditure per-capita in Banyuwangi. The results showed indirect estimation using hierarchical Bayes and Empirical Bayes produce RMSE values smaller than the direct estimation. The HB method, on the other hand, produces smaller RMSE value than the EB method. Finally, this research suggests to use HB method to estimate the expenditure per-capita in Banyuwangi rather than direct estimation which is used nowadays.
Co-Authors Achmad Nuruddin Syaifulloh Adam Fahmi Fandisyah Adatul Mukarromah Agus Suharsono Ahyudanari, Ervina Akhmad Ridho Ashariansyah Almuhayar, Mawanda Ani Budi Astuti Ani Budi Astuti Anindya Apriliyanti Pravitasari Ari Purwanto Sarwo Prasojo Bani Unggul, Didik Brodjol Sutija Suprih Ulama Dwi Atmono AW Edijatno Edijatno Eko Fajariyanto Entin Hidayah Fithriasari, Kartika Hady Suryono Heri Kuswanto I Nyoman Latra Indira Swa Buana Irhamah Irhamah - Irwan Susanto Jupita Sari Ika Hanugraheni Mahendrawathi Mahendrawathi Maulidiah Nitivijaya Mohammad Naufal Abdullah Muhammad Fajar Nadjadji Anwar Ni Luh Putu Ika Candrawengi Oktaviana, Pratnya Paramitha Pratnya Paramitha O Pratnya Paramitha Oktaviana Probo Prasetya, Andyk Purhadi Purhadi Rina Wahyuningsih, Rina Rinda Nariswari Santi Wulan Purnami Setiawan Sinta Septi Pangastuti Soehardjoepri Soehardjoepri Suci Astutik Suhartono Suhartono Sulhan Sulhan Susi Tri Wahyuni Taufik Azmi Tiza Ayu Virania Ulfa Siti Nuraini Viera Wardhani Wahyuni Suryaningtyas, Wahyuni Widiana Ferriastuti Wijaya, Elizabeth Meiliana Wirajaya Kusuma Wiwiek Setya Winahju Wiyli Yustanti Zainiyah Hilda Paramita