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Journal : International Journal of Electronics and Communications Systems

Modeling with generalized linear model on covid-19: Cases in Indonesia Saidi, Subian; Herawati, Netti; Nisa, Khoirin
International Journal of Electronics and Communications Systems Vol. 1 No. 1 (2021): International Journal of Electronics and Communications System
Publisher : Universitas Islam Negeri Raden Intan Lampung, Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24042/ijecs.v1i1.9299

Abstract

The ongoing Covid-19 outbreak has made scientists continue to research this Covid-19 case. Most of the research carried out is on the prediction and modeling of Covid-19 data. This study will also discuss Covid-19 data modeling. The model that is widely used is the linear model. However, if the classical assumption of normality is not met, a special method is needed. The method that can overcome this is the generalized linear model (GLM), with the assumption that the data is distributed in an exponential family. The distribution used in this study is the Gaussian, Poisson, and Gamma distribution. Where the three distributions will be compared to get the best model. The variables used in this study were the number of confirmed Covid-19 cases per day and the number of deaths due to Covid-19 per day. This study also aims to see how much influence the confirmation of Covid-19 has on the number of deaths due to Covid-19 per day. By using 3 types of exponential family distribution, the best result is the Gaussian distribution GLM. Selection of the best model using Akaike Information Criterion (AIC).
Co-Authors ', Rahmayuni ', Syahrial . Alimin . Alimin, . ., faradillah A. Zulfikar Effendi A. Zulfikar Effendi, A. Zulfikar Abd Rahman Abnan Pancasilawati Ahmad Fudhai Ahsan, Sitti Faika Alfi Syahar Arrozani Alimin Alimin Alimin Alimin, Alimin Amanda, Suci Anandita, Nihla Andi Zulfikar Efendy Andriyani Fadmi Aqrim, Muh. Arham, Husnayaini Army Auliah Asriani Asriani Astriani, Sulis Aulia, Nurul Army Azis, Dorrah Aziz, Dorrah Benni Satria Chandra, Rani Danaz Nst, Atika Fadhilah Darma Andayani, Dyah Darnitasari, Devy Deviyanti Deviyanti Dewanri Fattah Dewi Fortuna Ayu Djangi, Muhammad Jasri Edi Setiawan Eri Setiawan Erona, Meisilva Erviani Rahmawati Kurnia Ervissa N Sipayung Eva Anawinta Buangmanalu Faizah Hamzah Fajar Restuhadi Fajri, Annur Fifi Selvianti H Firdaus Zenta Firdaus Zenta Fitri Indriani, R.A Rodia Fitri Kurnianingsih Gultom, Adi Hizkia Gultom, Priscila Manuella GUSTIAWAN, SANDY Hairunnisya, Hairunnisya Hamzah, Farida Hanum Haryanti, Wa Ode Novi Hasan, Sri Wahyuni Hasri Hasri Hasri Hasri Hatidah, Hatidah Ida Ratna Dilla Ikshar Ikshar Ilmiah, Ide Indriansyah, Agung Irfandi, Rizal Iwan Dini Iwan Dini Jasdar Agus Jusniar Jusniar, Jusniar Khairil Afdal Khoirin Nisa Khoirin Nisa La Daha LA DAHA Lethe, Maryella Oktafrilly Makmur Makmur Makmur Makmur Maryono Maryono Mazaya, Maulida Mohammad WIJAYA Mohammad Wijaya M Mufidha, Chusnul Muhaedah Rasyid Muhammad Anwar Muhammad Anwar Muhammad Danail Muhammad Danial Muhammad Jasri Djangi Muhammad Rakib Muhammad Rivai Muhammad Syahrir Muhammad Yunus Muharram Muharram Muharram Muharram, Muharram Mutiara, Syawatul Negara, Satria Putra Jaya Neta Dian Lestari Niluh Asriniasih Niluh Devi Yulyantari Nisai, Khaerun Nita Maghfirah Ilyas Noor Jalaluddin Noor Jalaluddin Nurlita pertiwi, Nurlita Nurmisih, Nurmisih Nusyirwan Nusyirwan Obel, Obel Oktavia, Putri Meyla Palajukan, Yulianti Pangastuti, Dyah Ayunda Pratama Pertiwi, Rina Pince Salempa Prastika, Ike Priyatmo, Yudhi Purwanto, Muhammad Bambang Putri, Kurnia Rachmad Hersi Martinsyah Rahmi Rahmi Rahmi, Maisyarah Ramdani . Ramdani Ramdani Rano, Felisitas Yanti Raswen Efendi Ravika Mutiara Ridwansyah Riftyan, Emma Risdawati, Risdawati Rossi, Evy Ruby, Tiryono Rudi Subiyakto, Rudi Ruslan, Zuhra Adminira Ruslan, Zuhrah Adminira Saidi, Subian Salnus, Subakir Saputri, Gustina SARI, SELVI MUSTIKA Selvianti H, Fifi Septianingrum , Yurike Silaban, Mastrina Sitti Faika Sonyinga, Desma Sonyinga, Desma Sudding, Sudding Sugiarti Sugiarti Sugiarti Sugiarti sulistianingsih, Yuni Sumiati Side Suriati Eka Putri Suryani, Uci Susanti Susanti Sutrisno, Agus Syaputra, Wahyudi Syarifuddin, Ulben Taty Sulastry Taty Sulastry Taupik Hidayat, Taupik Thumo, Selyndion Ayundi Titi, Titi Ulben Syarifuddin UTAMI, MAULIDA Vonny Setiaries Johan Wardani H. Abidin Wijayanti, Lono Wulan, Dwi Wulandari, Ayu Sri Yelmira Zalfiatri Yuliono Yuliono Yunus, Irda Sani Yusmarini Yusmarini Zakaria, La