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Journal : Journal of Mathematics, Computation and Statistics (JMATHCOS)

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Pemodelan Laju Kematian Pasien Covid-19 di RSUD Abdul Wahab Sjahranie Samarinda menggunakan Model Regresi Weibull Azizah, Nur; Suyitno; Hayati, Memi Nor
Journal of Mathematics, Computations and Statistics Vol. 6 No. 1 (2023): Volume 06 Nomor 01 (April 2023)
Publisher : Jurusan Matematika FMIPA UNM

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Abstract

The Weibull regression model is the development of the Weibull distribution, namely the Weibulldistribution which is affected directly by the covariates. The Weibull regression models discussed in thisstudy are the Weibull survival regression model and the Weibull hazard regression model. The Weibullregression model in this study was applied to data of COVID-19 patients hospitalization time at the AbdulWahab Sjahranie Hospital in Samarinda 2021. The event of this study was the death of the COVID-19patients. The purpose of this study was to determine the Weibull survival regression model and Weibullhazard regression to data of COVID-19 patients hospitalization time, to know the factors that influence the chance of patients survive and the mortality rate of COVID-19 patients, and to interpret of the Weibull survival regression and Weibull hazard regression model. The parameter estimation method was Maximum Likelihood Estimation (MLE). Hypothesis parameter testing consists of parameter testing simultaneously and partially. Conclusion of this study that the Maximum Likelihood (ML) estimator was obtained using the Newton-Raphson iterative method. Based on hypothesis testing, the factors affecting the chance of survive and the mortality rate of COVID-19 patients at the Abdul Wahab Sjahranie Hospital Samarinda is oxygen saturation.
Co-Authors A Faizin Abdulaziz Kalupae Abdullah, Bulan Adelia, Shafira Iman Agil Husin Al-Munawar, Said Agus Salim, Urip Anitasari, Mike Elly Anni Malihatul Hawa Anwar Abidin, Achmad Arfilia Wijayanti Arifviyanto, Budi Aris Sunawar, Aris Asmarawanti Atiqa Sabardila Azizah, Anna Mussanatul Badranaya, Muhammad Imawan Bahtiar, Fahmy Zuhda Bayu Gilang Purnomo Chosinawarotin Desy Anindya Desy, Desy Anindia Rosyida Dipa Nugraha Elindasari, Dhevi Ayu Erdawati Erlyne Nadhilah Widyaningrum Fadhilawati, Dian Fajriyah , Khusnul Fauzi, Adin Fine Reffiane Firdaus, Muhammad Dzaky Giraldi Eka Saputra Giyono Hapsari Dwi Yulia Harun Joko Prayitno Hary Murcahyanto Hermanoadi Hesti Yunitiara Rizqi Hodi Huda , Miftakhul Husni Wakhyudin Iin Purnamasari Indri Juniarso, Triman Linda Suwarni Lukma, Hazairin Nikmatul Lustania, Desi M. Slamet Riyadi Marinda Sari Sofiyana Maryaman Mat Zain, Farid Melinda Febriana Memi Nor Hayati Mita Febi Indah Sari Moh Mansur Mohamad Sadli Mohammad Wildan Habibi, Mohammad Wildan Muhammad Alfian Muhammad Nurtanto Muhtasor, Alimron Murhadi Murry Harmawan Saputra Muslim Mahardika Mutohhari, Farid Nadila Putri Megananda Ngatmini Nur Azizah Pratama, Juan RADEN HARIO TIRTOSETIANTO Raden Mohamad Herdian Bhakti Ratna Kusuma, Ratna Rosmiati Satrio Sawaluddin Siregar Sera, Agnescia Clarissa Setiawan Edi Wibowo Sholikhati, Adrikni Siti Patonah Srinio, Fuad Sripit Widiastuti, Sripit Sudarjo Sutarto Sutarto sutarum Sutriana, Feri Suyadi Syahroni, Asep Taj, Abu Bakar Thohirin, Ahmad Vigo Pratama Saputra Wahdini Siregar Widia Ayu Kusnul Khotimah Wijaya, Rahman Woro Sri Hastuti Yusrina, Rizka Yuni zainal efendi hasibuan