Richards Curve Implementation For Prediction of Covid-19 Spread in Maluku Province
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N. R. Yunus and A. Rezki, “Kebijakan Pemberlakuan Lock Down Sebagai Antisipasi Penyebaran Corona Virus Covid-19,” SALAM J. Sos. dan Budaya Syar-i, 2020, doi: 10.15408/sjsbs.v7i3.15083.
J. S. M. Peiris et al., “Coronavirus as a possible cause of severe acute respiratory syndrome,” Lancet, 2003, doi: 10.1016/S0140-6736(03)13077-2.
A. Zumla, D. S. Hui, and S. Perlman, “Middle East respiratory syndrome,” The Lancet. 2015, doi: 10.1016/S0140-6736(15)60454-8.
H. Diah, H. D. Rendra, I. Fathiyah, E. Burhan, and A. Heidy, “Penyakit Virus Corona 2019,” J. RESPIROLOGI Indones., 2020.
C. Ceraolo and F. M. Giorgi, “Genomic variance of the 2019-nCoV coronavirus,” J. Med. Virol., 2020, doi: 10.1002/jmv.25700.
A. E. Gorbalenya et al., “The species Severe acute respiratory syndrome-related coronavirus: classifying 2019-nCoV and naming it SARS-CoV-2,” Nature Microbiology. 2020, doi: 10.1038/s41564-020-0695-z.
L. Lin, L. Lu, W. Cao, and T. Li, “Hypothesis for potential pathogenesis of SARS-CoV-2 infection–a review of immune changes in patients with viral pneumonia,” Emerging Microbes and Infections. 2020, doi: 10.1080/22221751.2020.1746199.
P. F. Verhulst, “Notice sur la loi que la population suit dans son accroissement,” Corresp. Mathématique Phys., 1838.
A. G. McKendrick and M. K. Pai, “XLV.—the rate of multiplication of micro-organisms: a mathematical study,” Proc. R. Soc. Edinburgh, vol. 31, pp. 649–653, 1912.
F. J. Richards, “A flexible growth function for empirical use,” J. Exp. Bot., vol. 10, no. 2, pp. 290–301, 1959.
J. A. Nelder, “182. Note: An Alternative Form of a Generalized Logistic Equation,” Biometrics, 1962, doi: 10.2307/2527907.
R. Pearl and L. J. Reed, “The logistic curve and the census count of 1930,” Science (80-. )., 1930, doi: 10.1126/science.72.1868.399-a.
S. Y. Lee, B. Lei, and B. Mallick, “Estimation of COVID-19 spread curves integrating global data and borrowing information,” PLoS One, 2020, doi: 10.1371/journal.pone.0236860.
M. E. Gilpin and F. J. Ayala, “Global models of growth and competition,” Proc. Natl. Acad. Sci. U. S. A., 1973, doi: 10.1073/pnas.70.12.3590.
J. V. Ross, “A note on density dependence in population models,” Ecol. Modell., 2009, doi: 10.1016/j.ecolmodel.2009.08.024.
N. R. Lambe, E. A. Navajas, G. Simm, and L. Bünger, “A genetic investigation of various growth models to describe growth of lambs of two contrasting breeds,” J. Anim. Sci., 2006, doi: 10.2527/jas.2006-041.
G. A. F. Seber and C. J. Wild, “Nonlinear Regression. Hoboken,” New Jersey John Wiley Sons, vol. 62, p. 63, 2003.
H. Anton, Calculus: with analytic geometry, no. QA 303. A57 1980. 1980.
G. Zhou and G. Yan, “Severe acute respiratory syndrome epidemic in Asia.,” Emerg. Infect. Dis., vol. 9, no. 12, pp. 1608–1610, 2003.
H. Nishiura, S. Tsuzuki, B. Yuan, T. Yamaguchi, and Y. Asai, “Transmission dynamics of cholera in Yemen, 2017: A real time forecasting,” Theor. Biol. Med. Model., 2017, doi: 10.1186/s12976-017-0061-x.
R. Zreiq, S. Kamel, S. Boubaker, A. A. Al-Shammary, F. D. Algahtani, and F. Alshammari, “Generalized Richards model for predicting COVID-19 dynamics in Saudi Arabia based on particle swarm optimization Algorithm,” AIMS Public Heal., vol. 7, no. 4, p. 828, 2020.
K. Roosa et al., “Short-term Forecasts of the COVID-19 Epidemic in Guangdong and Zhejiang, China: February 13–23, 2020,” J. Clin. Med., 2020, doi: 10.3390/jcm9020596.
R. B. Banks, Growth and diffusion phenomena: Mathematical frameworks and applications, vol. 14. Springer Science & Business Media, 1993.
A. T. Goshu, “Derivation of Inflection Points of Nonlinear Regression Curves - Implications to Statistics,” Am. J. Theor. Appl. Stat., 2013, doi: 10.11648/j.ajtas.20130206.25.
Y.-H. Hsieh, “Richards Model: A Simple Procedure for Real-time Prediction of Outbreak Severity,” 2009.
M. Höök, J. Li, N. Oba, and S. Snowden, “Descriptive and Predictive Growth Curves in Energy System Analysis,” Natural Resources Research. 2011, doi: 10.1007/s11053-011-9139-z.
DOI: https://doi.org/10.18860/ca.v7i2.13323
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