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All Journal Journal of Geoscience, Engineering, Environment, and Technology al-Afkar, Journal For Islamic Studies Pendas : Jurnah Ilmiah Pendidikan Dasar Ta`Limuna : Jurnal Pendidikan Islam Tasyri` : Jurnal Tarbiyah-Syari`ah-Islamiyah Tabyin; Jurnal Pendidikan Islam Al-Muaddib : Jurnal Kajian Ilmu Kependidikan Edu Sportivo: Indonesian Journal of Physical Education Jurnal Ilmiah Administrasita' Bulletin of Pedagogical Research PENGABDIAN SOSIAL ETAM: Jurnal Pengabdian kepada Masyarakat Asian Journal of Management Analytics Journal of Research and Publication Innovation Jurnal Penelitian International Proceedings of Nusantara Raya Al-Fadlan: Journal of Islamic Education and Teaching Jurnal Ekonomi dan Bisnis SEWAGATI: Jurnal Pengabdian Kepada Masyarakat TINTA NUSANTARA : Jurnal Ekonomi, Manajemen, dan Akuntansi Journal of Development Economics and Digitalization, Tourism Economics (JDEDTE) Recent in Engineering Science and Technology Jurnal Elektro dan Teknologi Informasi Journal of Islamic Economics and Finance QOUBA : Jurnal Pendidikan Limits: Journal of Mathematics and Its Applications
Amirudin
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Journal : Limits: Journal of Mathematics and Its Applications

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Small Area Estimation Anak Tidak Sekolah di Pulau Kalimantan Tahun 2023 Luthfio Febri Trihandika; Azka Ubaidillah; Afifah Az-Zahra; Amirudin; Milla Rusydiana; Zahra Maharani
Limits: Journal of Mathematics and Its Applications Vol. 21 No. 2 (2024): Limits: Journal of Mathematics and Its Applications Volume 21 Nomor 2 Edisi Ju
Publisher : Pusat Publikasi Ilmiah LPPM Institut Teknologi Sepuluh Nopember

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Abstract

Equitable and quality education is one of the priority goals, both nationally and internationally, in achieving the Sustainable Development Goals (SDGs). The quality of education in a region can be seen through the indicator of the percentage of out-of-school children aged 7-17 years. Kalimantan Island is one of the regions that has a high number of out-of-school children, higher than the national rate. To overcome this problem, appropriate policies are needed to improve the quality of education. Therefore, the provision of precise, accurate, and precise data is needed. This is especially true in the provision of “small area” data, at least at the district/city level. Although estimation at the kabupaten/kota level has been conducted by BPS, there is still a problem of low precision. One solution that can be applied in estimating is by using Small Area Estimation (SAE). This study aims to estimate the percentage of children aged 7-17 years who are not in school by district/city in Kalimantan Island in 2023. The author compares the estimation using Empirical Best Linear Unbiased Predictor (EBLUP) and Hierarchical Bayes Beta (HB Beta). The results show that the HB Beta estimation is better than the EBLUP estimation. Estimation using EBLUP resulted in two districts/cities with RSEs of more than 25 percent, namely Samarinda and Kutai Kartanegara. Meanwhile, estimation using HB Beta produces better precision with an overall RSE value below 25 percent
Co-Authors Abdul Ghofururrohim Abdul Karim Abdullah, Wahyuddin Achmad Junaedi Sitika Adhi Kusmantoro Adhi Kusmantoro Afifah Az-Zahra Agus Susanto Ainul Gani Ainun Haq, Vick Ajat Rukajat Akil Akriandi Amin Ali, Achmad Faruq Alifiah Nursifa Amelia Sapitri Amin Hidayat Angga Kusuma, Angga Anisa Ayu Lestari Arief Firmansyah Ayu Gita Lestari Ayuningtyas, Devya Malika Azka Ubaidillah Berlian Hanum Salasabilah Budi Eko Soetjipto CANDRA GUNAWAN Dessy Sasmita Dewi Nur Fariida Dhanny, Omar Fachrudin Udin Faijin Faisal Faisal Fariyanti Ferianto Gasmi, Nur Muhammad Guntur Cahaya Kesuma Hamzah, Muhammad Zaki Hasdinawati Hazima, Tsamara Aqila Hendrika Frans Telaumbanua Heri Pratikto Iktri Madrinovella Ilma Fauziah Ina Sintya, Putri Indra Wahyudi Jaenullah Jainuddin Jajat Darojat Jalaludin Jumri Khadafi, Meyke Hazad Luthfio Febri Trihandika Masyitah Mella Yunita Milla Rusydiana Mimin Maryati Mohammad Fathi Royyani, Mohammad Fathi Muhammad Kadafi Muin, Rahmawati Niken Setiawati Nugraha, Danyu Nugraha, Hendra Nurdin, Ambia Nurjanah Nurlela Nurmaya, Alya Nurul Izzah Mulyani Parakkasi, Idris Patabang, Lewi Puti Sahara Putri Nur Afifah Rahayu, Joyya Ratna Wulaningrum Rodiallah Ma, Alkaf Rudzali, Achmad Sailawati Sam Cay Sandi Saputra Sofian Sumarlin Susilawati, Reni Susy Rosyida Syaiful Rahman Taufik Awaludin Udin, Fachrudin Umar Vikra Seifahlepi Wahyu Nurul F. Wajd, Farid Yadi Fahmi Arifudin Zahara Zahra Maharani