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All Journal BIMASTER JMPM: Jurnal Matematika dan Pendidikan Matematika BAREKENG: Jurnal Ilmu Matematika dan Terapan Jurnal Pengabdian kepada Masyarakat Nusantara JAMBURA JOURNAL OF PROBABILITY AND STATISTICS Euler : Jurnal Ilmiah Matematika, Sains dan Teknologi STATISTIKA
Shantika Martha
Universitas Tanjungpura
Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Energy Engineering Environmental Science Mathematics Mechanical Engineering Physics Social Sciences Transportation

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Journal : BAREKENG: Jurnal Ilmu Matematika dan Terapan

 1 
PENERAPAN METODE GEOGRAPHICALLY WEIGHTED PANEL REGRESSION (GWPR) PADA KASUS KEMISKINAN DI INDONESIA Shantika Martha; Yundari Yundari; Setyo Wira Rizki; Ray Tamtama
BAREKENG: Jurnal Ilmu Matematika dan Terapan Vol 15 No 2 (2021): BAREKENG: Jurnal Ilmu Matematika dan Terapan
Publisher : PATTIMURA UNIVERSITY

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (392.215 KB) | DOI: 10.30598/barekengvol15iss2pp241-248

Abstract

To analyze the factor affecting poverty during several periods by considering some geographical factors, we can use a geographically weighted panel regression (GWPR) method. GWPR is a combination of the geographically weighted regression (GWR) model and the panel regression model. The research conducts to identify the factors affecting the percentage of poor people in 34 provinces in Indonesia during 2015-2019. The results show that a suitable GWPR model is a fixed-effect model (FEM) with an exponential adaptive kernel function. Referring to the model, the province is divided into four groups based on variables having a significant effect on the percentage of poor people. That factors causing the poor people percentage in Indonesia are the poor people percentage aged above 15 years old and unemployment, the people percentage aged above 15 years old and employed in the agricultural sector, the literacy rate of the poor aged between 15 to 55 years old, and the life expectancy rate. Keywords: fixed effect model, exponential adaptive kernel.
Co-Authors Anggi Putri Dewi Anita Anita Bartolomius Bartolomius Bella Amalia Dwi Marisa Midyanti Dwi Setiaji Eka Wahyuning Dhewanty Enis Rahayu Evy Sulistianingsih Evy Sulistianingsih Fahiza Syanaya Fajri Anugrah Pratiwi Fery Prastio Fransisca Febrianti Sundari Hayati Hayati Hendra Perdana Hidayatun Nisa Ika Ayu Krismawanti Ika Novira Zulianti Indah Noviyanti Julianti Kastari Kunti Wijayanti Laksono Trisnantoro Lidia Karnelia Mariatul Kiftiah Marisi Aritonang Maya Rosalina Mega Putri Muhammad Septian Nanda Shalsadilla Naomi Nessyana Debataraja Neva Satyahadewi Neva Satyahadewi Nova Andaresta Nurfitri Imro’ah Nurul Qomariyah NUR’AINUL MIFTAHUL HUDA Ray Tamtama Rido Amarrullah Rita Apriliyanti Rizky Oktaviani Putri Santi Santi Selvy Putri Agustianto Setyo Wir Rizki Setyo Wira Rizki Silvana Rika Siti Aprizkiyandari, Nurul Qomariyah, Shantika Martha, Sri Jumiati Sriyana Sriyana Suaibah Suaibah Sumiarti Sumiarti Susanti Susanti Sutro Sutro Syarifah Zela Hafizah Thariq Thariq Vina Annisa Nurdiani Aji Vita Virgianti Warzuqna Olyan Wirda Andani Yogi Pratama Yosi Yosi Yude Anggreni Yundari, Yundari Yundari, Yundari