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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 A. Fathoni Abdul Ghofururrohim Abdul Hafidz Adi muhyidin Abdul Karim Abdullah, Wahyuddin Achmad Junaedi Sitika Adhi Kusmantoro Adhi Kusmantoro Afifah Az-Zahra AFIFAH, UMI Agus Susanto Ahmad Maulana Irfanudin Ahmad Nuural Karim Ainal Ghani Ainul Gani Ainun Haq, Vick Ajat Rukajat Akil Akriandi Amin Alfani, Mufti Hasan Ali, Achmad Faruq Alifiah Nursifa Amelia Sapitri Amin Hidayat Angga Kusuma, Angga Anisa Ayu Lestari Arief Firmansyah Ayu Gita Lestari Ayub Kumalla Ayuningtyas, Devya Malika Azka Ubaidillah Azzahra, Nurqomariah Berlian Hanum Salasabilah Budi Eko Soetjipto Burhanudin Khairi Cahaya Kesuma, Guntur CANDRA GUNAWAN Dessy Sasmita Dewi Nur Fariida Dhanny, Omar Diana Azwina Dr. Ir. Hj. Andi Marini Indriani, S. T., M. T Fachrudin Udin Faijin Faisal Faisal Fariyanti Ferianto Fitriyadi, Muhammad Gasmi, Nur Muhammad Ghani, Ainal Gunistiyo Guntur Cahaya Kesuma Hamzah, Muhammad Zaki Hamzah, Zulfadli Hasdinawati Hazima, Tsamara Aqila Hendrika Frans Telaumbanua Heri Pratikto Iktri Madrinovella Ilma Fauziah Ina Sintya, Putri Indra Wahyudi Ir. Gunaedy Utomo, S. T., M. T Jaenullah Jainuddin Jajat Darojat Jalaludin Jumri Khadafi, Meyke Hazad Larasati, Zu'ama Anggun Luthfia Hanifatus Saiyidah Luthfio Febri Trihandika Masyitah Mella Yunita Milla Rusydiana Mimin Maryati Mishel, Valesia Mohammad Fathi Royyani, Mohammad Fathi Muhammad Akmansyah Muhammad Arif Muhammad Kadafi Muin, Rahmawati Nanda Inka Fitri Neng Sri Lathifah Zulfa Niken Setiawati Nugraha, Danyu Nugraha, Hendra Nuraini, Putri Nurdin, Ambia Nurjanah Nurlela Nurmaya, Alya Nurul Izzah Mulyani Parakkasi, Idris Patabang, Lewi pengelola, pengelola Puti Sahara Putri Nur Afifah QONITA Rafiun, Afif Rahayu, Joyya Ratna Wulaningrum Rodiallah Ma, Alkaf Rudzali, Achmad Sailawati Sam Cay Sandi Saputra Sofian Sumariana, I Made Sumarlin Susilawati, Reni Susy Rosyida Suwandi Syaiful Islami Syaiful Rahman Taufik Awaludin Udin, Fachrudin Umar Vikra Seifahlepi Wahyu Nurul F. Wajd, Farid Yadi Fahmi Arifudin Yuliharti Zahara Zahra Maharani Zjulpi Andriansah Zulkifli