DOI: https://doi.org/10.14710/medstat.13.2.170-181

SUSCEPTIBLE INFECTED RECOVERED (SIR) MODEL FOR ESTIMATING COVID-19 REPRODUCTION NUMBER IN EAST KALIMANTAN AND SAMARINDA

*Sifriyani Sifriyani orcid scopus  -  Study Program of Statistics, Department of Mathematics, Mulawarman University, Indonesia
Dedi Rosadi orcid scopus  -  Department of Mathematics, Gadjah Mada University, Indonesia
Open Access Copyright (c) 2020 MEDIA STATISTIKA under http://creativecommons.org/licenses/by-nc-sa/4.0.

Citation Format:
Abstract
Modeling and analysis of Covid-19 data, especially on the modeling the spread and the prediction of the total number of cases for Indonesian data, has been conducted by several researchers. However, to the best of our knowledge, it has not been studied specifically for East Kalimantan Province data. The study of the data on the level of provincial and District/City level could help the government in making policies. In this study, we estimate the Covid-19 reproduction number, calculate the rate of recovery, the rate of infection, and the rate of death of East Kalimantan Province and Samarinda City. We also provide a prediction of the peak of the infection cases and forecast the total incidence of Covid-19 cases until the end of 2020. The model used in this research is the Susceptible Infected Recovered (SIR) model and the data used in the study was obtained from the East Kalimantan Public Health Office.
Fulltext View|Download
Keywords: COVID-19; Estimate; SIR; Simulation; Reproduction

Article Metrics:

Article Info
Section: Articles
Language : EN
Recent articles
Front Matter Vol. 13 No. 2 2020 STRUCTURAL EQUATION MODELING WITH GENERALIZED STRUCTURED COMPONENT ANALYSIS ON THE RELATIONSHIP BETWEEN RENUMERATION AND MOTIVATION ON EMPLOYEE PERFORMANCE AT UIN SUNAN KALIJAGA YOGYAKARTA A SIMULATION STUDY OF FIXED-B ASYMPTOTIC DISTRIBUTIONS IN LINEAR PANEL MODELS WITH FIXED EFFECTS SUSCEPTIBLE INFECTED RECOVERED (SIR) MODEL FOR ESTIMATING COVID-19 REPRODUCTION NUMBER IN EAST KALIMANTAN AND SAMARINDA More recent articles
Most cited articles
ANALISIS PERBANDINGAN METODE FUZZY C-MEANS DAN SUBTRACTIVE FUZZY C-MEANS IDENTIFIKASI AUTOKORELASI SPASIAL PADA JUMLAHPENGANGGURAN DI JAWA TENGAH MENGGUNAKAN INDEKS MORAN DISTRIBUSI RAYLEIGH UNTUK KLAIM AGREGASI Front-Matter Front-Matter More cited articles
  1. Diekmann, O., Heesterbeek, H. & Britton, T. (2012). Mathematical Tools for Understanding Infectious Disease Dynamics. doi: 10.23943/princeton/9780691155395.001.0001
  2. Duffy, D. G. (2016). Advanced Engineering Mathematics with Matlab. BMC Bioinformatics
  3. Dinas Kesehatan Provinsi Kalimantan Timur. Accessed May 30, 2020. Data Kasus Covid-19 yang Terkonfirmasi. URL: https://dinkes.kaltimprov.go.id/
  4. Gaspersz, V. (2014). ISO 9001: 2000 and Continual Quality Improvement. Jakarta: Gramedia Pustaka Utama
  5. Gugus Tugas Percepatan Penanganan Covid -19. Accessed June 11, 2020. Kasus Positif Covid-19 Melesat Naik 1.241, Total 34.316. URL: https://covid19.go.id/p/ berita/kasus-positif-Covid-19-melesat-naik-1241-total-34316
  6. Grohskopf, L. et al. (2011). Prevention and Control of Influenza with Vaccines: Recommendations of the Advisory Committee on Immunization Practices (ACIP), 2011. American Journal of Transplantation, 11(10). doi: 10.1111/j.1600-6143.2011.03793.x
  7. Hethcote, H. W. (2000). Mathematics of Infectious Diseases. SIAM Review, 42(4), pp. 599–653. doi: 10.1137/S0036144500371907
  8. Howell, R. D., Bates, D. M. & Watts, D. G. (1990). Nonlinear Regression Analysis & Its Application. Journal of Marketing Research, 27(1). doi: 10.2307/3172558
  9. Karim, M. A. et al. (2018). Solving a Parameter Estimation Problem of Goodwin Model With Fuzzy Initial Values. Far East Journal of Mathematical Sciences (FJMS), 107(2). doi: 10.17654/ms107020321
  10. Karim, M. A. & Gunawan, A. Y. (2020). Parameter Estimations of Fuzzy Forced Duffing Equation: Numerical Performances by the Extended Runge-Kutta Method. Abstract and Applied Analysis, 2020, pp. 1–9. doi: 10.1155/2020/6179591
  11. Keviczky, L. et al. (2019). Introduction to MATLAB. Advanced Textbooks in Control and Signal Processing. doi: 10.1007/978-981-10-8321-1_1
  12. Sifriyani et al. (2018). Development of Nonparametric Geographically Weighted Regression using Truncated Spline Approach. Songklanakarin Journal of Science and Technology, 40(4). doi: 10.14456/sjst-psu.2018.98
  13. Sifriyani, R. & Susanty, F. H. (2019). Evaluation of Forest Productivity and Governance on the Preservation of Tropical Rain Forests in Kalimantan using the NGWR-TS Nonparametric Geospatial Method’, EurAsian Journal of BioSciences, 13(2)
  14. Wallinga, J. (2004). Wallinga and Teunis Respond to “Real-Time Tracking of Infection Control Measures”. American Journal of Epidemiology, 160(6). doi: 10.1093/aje/kwh257
  15. Yulida, Y. and Karim, M. A. (2020). Pemodelan Matematika Penyebaran COVID-19 di Provinsi Kalimantan Selatan. Jurnal Binawakya, 14(10)

Last update:

  1. Bifurcation Analysis of the Dynamics in COVID-19 Transmission through Living and Nonliving Media

    Ario Wiraya, Laila Fitriana, Triyanto, Yudi Ari Adi, Yuvita Andriani Kusumadewi, Sarah Khoirunnisa, Fernando Simoes. Journal of Applied Mathematics, 2024 , 2024. doi: 10.1155/2024/5669308

  2. AUTOREGRESSIVE FRACTIONAL INTEGRATED MOVING AVERAGE (ARFIMA) MODEL TO PREDICT COVID-19 PANDEMIC CASES IN INDONESIA

    Puspita Kartikasari, Hasbi Yasin, Di Asih I Maruddani. MEDIA STATISTIKA, 14 (1), 2021. doi: 10.14710/medstat.14.1.44-55

  3. Geographically temporally weighted regression model for GIS mapping of influence COVID-19 in East Kalimantan

    Sifriyani Sifriyani, Idris Mandang, Fidia Deny Tisna Amijaya. THE 3RD INTERNATIONAL CONFERENCE ON MATHEMATICS AND SCIENCES (THE 3RD ICMSc): A Brighter Future with Tropical Innovation in the Application of Industry 4.0, 2668 , 2022. doi: 10.1063/5.0111808

  4. Bifurcation Analysis of the Dynamics in COVID‐19 Transmission through Living and Nonliving Media

    Ario Wiraya, Laila Fitriana, Triyanto, Yudi Ari Adi, Yuvita Andriani Kusumadewi, Sarah Khoirunnisa, Fernando Simoes. Journal of Applied Mathematics, 2024 (1), 2024. doi: 10.1155/2024/5669308

  5. Spatial-Temporal Epidemiology of COVID-19 Using a Geographically and Temporally Weighted Regression Model

    Sifriyani Sifriyani, Mariani Rasjid, Dedi Rosadi, Sarifuddin Anwar, Rosa Dwi Wahyuni, Syatirah Jalaluddin. Symmetry, 14 (4), 2022. doi: 10.3390/sym14040742

Last update: 2024-11-03 00:20:29

No citation recorded.