Selected article for: "bayesian model and hierarchical bayesian model"

Author: Dayton G Thorpe; Kelsey Lyberger
Title: Estimating the number of SARS-CoV-2 infections in the United States
  • Document date: 2020_4_17
  • ID: 7sexfkxq_2
    Snippet: Europe has faced similar constraints on SARS-CoV-2 testing. The COVID-19 Response Team (CRT) at Imperial College London has responded to this challenge, in part, by developing a Bayesian hierarchical model to estimate the true number of infections and the impact of policies intended to slow the epidemic [3] . In this paper, we apply the CRT model to individual states in the United States, plus Puerto Rico and Washington, D.C. We remove states wit.....
    Document: Europe has faced similar constraints on SARS-CoV-2 testing. The COVID-19 Response Team (CRT) at Imperial College London has responded to this challenge, in part, by developing a Bayesian hierarchical model to estimate the true number of infections and the impact of policies intended to slow the epidemic [3] . In this paper, we apply the CRT model to individual states in the United States, plus Puerto Rico and Washington, D.C. We remove states with fewer than 10 reported fatalities. We also reproduce the CRT estimates for 11 European countries with an additional week of data on reported fatalities.

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