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All Journal Jurnal Sains Matematika dan Statistika PYTHAGORAS: Jurnal Program Studi Pendidikan Matematika ZERO : Jurnal Sains, Matematika dan Terapan Sinkron : Jurnal dan Penelitian Teknik Informatika JURNAL MEDIA INFORMATIKA BUDIDARMA Zeta - Math Journal Zero : Jurnal Sains, Matematika, dan Terapan ALGORITMA : JURNAL ILMU KOMPUTER DAN INFORMATIKA JISTech (Journal of Islamic Science and Technology) Jurasik (Jurnal Riset Sistem Informasi dan Teknik Informatika) IJISTECH (International Journal Of Information System & Technology) KOMIK (Konferensi Nasional Teknologi Informasi dan Komputer) MAJAMATH: Jurnal Matematika dan Pendidikan Matematika AMALIAH: JURNAL PENGABDIAN KEPADA MASYARAKAT M A T H L I N E : Jurnal Matematika dan Pendidikan Matematika Math Educa Journal Jurnal Mantik Jutisi: Jurnal Ilmiah Teknik Informatika dan Sistem Informasi Jurnal Absis : Jurnal Pendidikan Matematika dan Matematika Jurnal Teknik Informatika C.I.T. Medicom G-Tech : Jurnal Teknologi Terapan INFOKUM TIN: TERAPAN INFORMATIKA NUSANTARA Theta : Jurnal Pendidikan Matematika Indonesia Berdaya Jurnal Lebesgue : Jurnal Ilmiah Pendidikan Matematika, Matematika dan Statistika International Journal Of Science, Technology & Management (IJSTM) Asimetris: Pendidikan Matematika dan Sains IJISTECH FARABI: Jurnal Matematika dan Pendidikan Matematika International Journal of Basic and Applied Science Jurnal Informatika Teknologi dan Sains (Jinteks) Jurnal Pengabdian Mandiri International Conference on Sciences Development and Technology International Journal of Science and Environment Innovative: Journal Of Social Science Research JME Quadratic: Journal of Innovation and Technology in Mathematics and Mathematics Education
Hendra Cipta
Department Of Mathematics, Universitas Islam Negeri Sumatera Utara, Medan
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Journal : Jurnal Mantik

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DETERMINING FACTORS IDENTIFYING POVERTY RATE DUE TO COVID-19 PANDEMIC IN NORTH SUMATERA USING THE LEAST ABSOLUTE SHRINKAGE AND SELECTION OPERATOR (LASSO) METHOD Nur Indah Sari; Hendra Cipta; Muhammad Fathoni
Jurnal Mantik Vol. 6 No. 1 (2022): May: Manajemen, Teknologi Informatika dan Komunikasi (Mantik)
Publisher : Institute of Computer Science (IOCS)

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Abstract

Province of North Sumatera is there in ranked 17th with the highest number of poor society in March 2020. Over the last three years, the poverty rate in North Sumatera has decreased in number and percentage. Then there was occur in increase poverty in terms of number and percentage of poor society in the March 2020 to September 2020 period caused by the covid-19 pandemic. This research was conducted to determining factors identifyin poverty due to the Covid-19 pandemic. LASSO is a method that can overcome the problem of multicollinearity by reducing the coefficient of the variable to zero or close to zero at the same time as a variable selection. The computation LASSO using the LARS algorithm. In this research, the factors that identifying poverty due to the Covid-19 pandemic are  the open unemployment rate factor, the human development index, the district/city minimum wage and the number of unemployed 15 years and over with a classification accuracy of 98.1%.
Co-Authors Abimayu, Satria Ali Ikhwan Anjas Fernando Aulia Lia Yusharsah Ayu Annisa Suratna Ayu Hariati Bayu Teza Syahputra Chairani Chairani Chairani, Denita Chairina Chairina Desi Ratna Sari Dian Maya Sari Elsyah Suhadiyah Endah Nurfebriyanti Esto Fanny Munthe Fani Darmawan Putra Fauzah Umami Hamidah Nasution Hanifa Mardiatun Nasution Hari Kurniawan Hasni Indah Sari Hasugian, Abdul Halim Hasyim Hawari Lubis Hasyim Lubis Henny May Sarah Ika Silvia Ramadani Ilham Syaputra Indra Jaya Ismail Husein, Ismail Jeni Yulinda Khairun Nisa Lia Lestari Lubis, Riri Syafitri Maimunah Rahmadani Maulidya Khairani May Fitriana Hasibuan Mei Yunina Arianti Michael Handrianto Muhammad Fathoni Mutiah Nasution Nila Sari Nur Indah Sari Nurhasanah Nurhasanah Nurma Indah Sari Nurma Sari Nurul Aprilla Rizki Nurul Huda Prasetya Paisal Sirait Panca Taufik Kurahman Poppy Andriani Prasetya, Nurul Huda Putri Nopriani Sianipar Radita Fadillah Rahmat Darmawan Rakhmawati, Fibri Regina Kuswoyo Reni Puspita Ricka Afriani Rima Aprilia Rima Aprilia Rina Filia Sari Rina Filia Sari Rina Filia Sari Rina Filia Sari Rina Filia Sari Rina Widyasari Rina Widyasari Rina Widyasari Rina Widyasari Rina Widyasari Rina Widyasari Riri S Lubis Sajaratud Dur Sajaratud Dur Sajaratud Dur Sajaratud Dur Sajaratud Dur, Sajaratud Salsabillah Hazizah Sarif Muda Pasaribu Shelly Kilan Cahaya Pulungan Silvia Harleni Siti Zunaida Nasution Sri Ulfa Rahayu Surayya Aulia Susi Susanti Komariah Uci Rahmadani Uni Agustin Wenny Marta Dolok Saribu Widyasari, Rina Winda Risfani Nst Zepri Johanda