Predicting the New Cases of Coronavirus [COVID-19] in India by Using Time Series Analysis as Machine Learning Model in Python

Journal of The Institution of Engineers (India): Series B - Tập 102 Số 6 - Trang 1303-1309 - 2021
Vikas Kulshreshtha1, Neha Garg2
1Department of Information Technology, Engineering College Jhalawar, Jhalawar, Rajasthan, India
2Department of Electrical Engineering, Engineering College Jhalawar, Jhalawar, Rajasthan, India

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Chih-Cheng Lai, Cheng-Yi Wang, Ya-Hui Wang, Po-Ren Hsueh, Global coronavirus disease 2019: What has daily cumulative index taught us? Int J Antimicrob Agents 55(6), 106001 (2020). https://doi.org/10.1016/j.ijantimicag.2020.106001

C. Huang, Y. Wang, X. Li, L. Ren, J. Zhao, Y. Hu et al., Clinical features of patients infected with 2019 novel coronavirus in Wuhan China. Lancet 395, 497–506 (2020)

https://covid19.who.int/?gclid=Cj0KCQjw_ez2BRCyARIsAJfgksiJkE56RN9BAqkKycd3q--lzP_4Tq7DJjZTf02A2ZPRWZsvfCl0tcaAh-OEALw_wcB Accessed on 31.7.2020

L. Wang, Y. Wang, D. Ye, Q. Liu, Review of the 2019 novel coronavirus (SARS-CoV-2) based on current evidence. Int J Antimicrob Agents. 55(6), 105948 (2020). https://doi.org/10.1016/j.ijantimicag.2020.105948 (Erratum in: Int J Antimicrob Agents. 56(3), 106137 (2020))

https://github.com/owid/covid-19-data/tree/master/public/data

https://www.mathsisfun.com/data/standard-deviation-formulas.html

S.I. Alzahrani, I.A. Aljamaan, E.A. Al-Fakih, Forecasting the spread of the COVID-19 pandemic in Saudi Arabia using ARIMA prediction model under current public health interventions. J. Infect. Public Health (2020). https://doi.org/10.1016/j.jiph.2020.06.001

R.K. Singh, M. Rani, A.S. Bhagavathula et al., Prediction of the COVID-19 pandemic for the top 15 affected countries: advanced autoregressive integrated moving average (ARIMA) model. JMIR Public Health Surveill. 6(2), e19115 (2020). https://doi.org/10.2196/19115