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Universal Epidemic Curve for COVID-19 and Its Usage for Forecasting.

Aryan SharmaSrujan SapkalMahendra K Verma
Published in: Transactions of the Indian National Academy of Engineering : an international journal of engineering and technology (2021)
We construct a universal epidemic curve for COVID-19 using the epidemic curves of eight nations that have reached saturation for the first phase and then fit an eight-degree polynomial that passes through the universal curve. We take India's epidemic curve up to January 1, 2021 and match it with the universal curve by minimizing square-root error between the model prediction and actual value. The constructed curve has been used to forecast epidemic evolution up to February 25, 2021. The predictions of our model and those of supermodel for India (Agrawal et al. in Indian J Med Res, 2020; Vidyasagar et al. in https://www.iith.ac.in/~m_vidyasagar/arXiv/Super-Model.pdf, 2020) are reasonably close to each other considering the uncertainties in data fitting.
Keyphrases
  • coronavirus disease
  • sars cov
  • electronic health record
  • respiratory syndrome coronavirus