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Journal : JAMBURA JOURNAL OF PROBABILITY AND STATISTICS

Pengelompokan Daerah di Indonesia Berdasarkan Indikator Penetapan Daerah Tertinggal Menggunakan Model Based Clustering Nurwahyuni, Nurwahyuni; Junaidi, Junaidi; Gamayanti, Nurul Fiskia
Jambura Journal of Probability and Statistics Vol 6, No 1 (2025): Jambura Journal of Probability and Statistics
Publisher : Department of Mathematics, Universitas Negeri Gorontalo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37905/jjps.v6i1.25724

Abstract

Binary Underdeveloped regions are regencies whose areas and communities are less developed compared to other regions on a national scale. In Indonesia, there are 62 underdeveloped regencies scattered across various provinces. This study aims to classify these 62 regencies based on the Indicators for Determining Underdeveloped Regions, which include Gross Regional Domestic Product (GRDP) per capita (X1), Percentage of Non-Food Household Expenditure (X2), Junior High School Participation Rate (X3), Senior High School Participation Rate (X4), Villages with Health Facilities (X5), Villages with Doctors (X6), Villages with Elementary Schools (X7), Villages with Junior High Schools (X8), and Regional Original Revenue (PAD) per capita (X9). The method used in this study is ModelBased Clustering using a multivariate t-distribution approach. This method focuses on a statistical model and is based on the Finite Mixture assumption. In the Finite Mixture framework, the data is assumed to originate from several distributions, and the resulting clusters represent these probability distributions. The study identifies the UUUC model as the best model, producing two optimal clusters with distinct characteristics: Cluster 1 with a low level of regional underdevelopment, and Cluster 2 with a high level of underdevelopment. It is hoped that regencies classified in the highly underdeveloped cluster can be prioritized to achieve equitable development more quickly and effectively 
Co-Authors A Gunawan A. Sriyanti adipa, Muhammad Evan Adipa Afadil Afifah, Afrah Al Rafni Alfiana, Hana Ali Hardana Amarodin, Mochamat Amir, Yufitriana Amiruddin Amiruddin Amiruddin Anastasya, Anita Angga Bayu Budiyanto Angguna Lolo Arfah, Sarwan Asliati Asliati Asmariana, Yully Atfal Wahyu Rinaldi Atmiroseva Atmiroseva Badalu, Qisthy Fadlila Mh Baids, Fajrin Bau Ratu Belia Tama Heppi Chosinawarotin Delvi Kristanti Liloi Desy, Hidayati Dhevy Puswiartika Dian Ahmad BS Dian Fitriani Dian Fitriani Dian Pitra Amalia Dian Rahayu DIDIK PURWANTO Dinarto, Muhammad Fardhan Dini Aprilia Dini Nurlaela Djamareng, Asdar Edison Edison Ego Friansyah Eka Yulianti Erwin Fahira, Andi Nurul Farhan Anis Fatayan, Arum Fitriano, Dian Gamayanti, Nurul Fiskia Hajering Hamlan Andi Basso Malla Harahap, Eli Sputri Hasan Hasan Hasan Hasan Hasneli N, Yesi Heni Pujiastuti Herlina, Herlina Hijra Hijra, Hijra Ibrahim, Fifi Nur Afifah Idawati Idawati Ikhlas Rasido Ikhram Hardi S Ikhtiari, Kirana Indah Suryani Indira Hasbah Irmawati Musa Irtania, Irtania Jaya, A I Jennyfer Veronika Junaidi Junaidi Kamidin, Masruhi Kartini Kartini Khairullah, Muhammad Nuryamin Akbar Khalil Gibran Kholik, Saeful Klaudia, Hesti Laila, Nurlaila Latifa, Febi Leni Marlina Liana Putri Ramadlani Lukman Hardia Magfirah Makmun, Armanto Mardi Lestari Mardi Lestari Maria Arina Luardini Mas'ud, Masdar Masniati Misnah Misnah Morundu, Deysin Muh. Mansyur Thalib Muhammad Hasan Muhammad Ridwan Muhammad Yusuf Y.S Mujirin M. Yamin Munifah Munifah Munifah, Munifah Munir, Abd MUSTARI Mutahharah Yunus Muthiah, Waridah Nadia Nadia Nansar, Nansar Naqiyah, Jamilatun Nasution, Dina Liriani Natalina Asi, Natalina Nazifah Syahirah Hasanah Ninil Elfira Nirmawati, Nirmawati NISMAH NISMAH Novia Sandra Dewi Nur Ariyandani Nur Eka Wahyuningsih Nur Fitriayu Mandasari Nurfia Oktaviani Syamsiah Nurhannifah Rizky Tampubolon Nurman S Nurmin Nurmin Nursyam Anwar Nurul Annisya Nurul fadillah, Nurul Nuryanti Octavianti, Riestiana Oktavia, Maria Yasri Pane, Nur fatimah Pantow, Deswita Pasaribu, Putrimarito Penyami, Agrinanda Priatna, Tanthina Prihatin, Rizki Purwandani, Indah Putra, Rian Pratama Rahmah Rahmah Ratman Ratman Resnawati Ridwan Syahran, Ridwan Ridwan, Risvina Rifai, Mohammad Saiful Rinaldi, Atfal Wahyu Rishatul Khoiriyah Riskiyanti, Ayu Risti Amanda Putri Riyadi, Nur Eka Wahyuningsih Riyanti, Nabilah Roni Fadli Rosiana, Elisa Rosmia, Mia Rosmiati, Mia Safitri, Devi Ayu Sahril Buchori, Sahril Sella Mawarni Siti Khadijah Siti Sumartini, Siti Sitti Patimah Sri Hastuti Virgianti Sri Utami Permata Sri Wahyuni Suci Suci, Suci Sugiatno Sugiatno Suherman Suherman Suriyanti Suriyanti Suriyanti Suryanef Suryanef Suryani Syamsuddin Syafa'at, Muhammad Shahib Syamsiah, Nufia Oktaviani SYAMSU ALAM Syarifah Ainur Natia Tesa Alex Suhendra Tetriadi Tetri Tetriadi Tiara Putri Alisa Tri Murtono Wati, Dita Prihatna Wulan Ayuandiani Yamin, Saefullah Yun Ratna Lagandesa Yusnarti, Mulya Yusuf, Nuraini Zidni Immawan Muslimin Zul Kahfi