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Analysis of Second Wave of COVID-19 in Different Countries.

Rajneesh BhardwajAmit Agrawal
Published in: Transactions of the Indian National Academy of Engineering : an international journal of engineering and technology (2021)
We analyse the evolution of the second wave of the COVID-19 pandemic in several countries by using a logistic model. The model uses a regression analysis based on the least-squares fitting. In particular, the growth rate of the infection has been fitted as an exponential increase, as compared to a power law increase, reported previously in logistic models. The data shows that the increase in the exponent of the exponential increase is around 0.03 day - 1 , with a standard deviation of 0.01  day - 1 . The present results suggest that duration of the peaking of the second wave is almost same for several countries considered. The growth rate is also on the same order of several countries regardless of the total number of infections in a particular country. Since the decay of the growth rate is self-similar to that during the increase in the second wave of several countries, we can predict the end of the second wave in India. The model suggests that the second wave will end in the first week of August 2021, with a growth rate of 0.1% day - 1 at that time.
Keyphrases
  • coronavirus disease
  • sars cov
  • randomized controlled trial
  • clinical trial
  • machine learning
  • electronic health record