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Daily Forecasting of New Cases for Regional Epidemics of Coronavirus Disease 2019 with Bayesian Uncertainty Quantification.

Yen Ting LinJacob NeumannEly F MillerRichard G PosnerAbhishek MallelaCosmin SaftaJaideep RayGautam ThakurSupriya ChinthavaliWilliam S Hlavacek
Published in: medRxiv : the preprint server for health sciences (2021)
We report models for regional COVID-19 epidemics and use of Bayesian inference to quantify uncertainty in daily predictions of expected reporting of new cases, enabling identification of new trends in surveillance data.
Keyphrases
  • coronavirus disease
  • physical activity
  • respiratory syndrome coronavirus
  • sars cov
  • public health
  • electronic health record
  • single cell
  • big data
  • emergency department
  • adverse drug
  • data analysis