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来源类型Working Paper
规范类型报告
DOI10.3386/w27128
来源IDWorking Paper 27128
Estimating and Simulating a SIRD Model of COVID-19 for Many Countries, States, and Cities
Jesús Fernández-Villaverde; Charles I. Jones
发表日期2020-05-11
出版年2020
语种英语
摘要We use data on deaths in New York City, Madrid, Stockholm, and other world cities as well as in various U.S. states and various countries and regions to estimate a standard epidemiological model of COVID-19. We allow for a time-varying contact rate in order to capture behavioral and policy-induced changes associated with social distancing. We simulate the model forward to consider possible futures for various countries, states, and cities, including the potential impact of herd immunity on re-opening. Our current baselinemortality rate (IFR) is assumed to be 1.0% but we recognize there is substantial uncertainty about this number. Our model fits the death data equally well with alternative mortality rates of 0.5% or 1.2%, so this parameter is unidentified in our data. However, its value matters enormously for the extent to which various places can relax social distancing without spurring a resurgence of deaths.
主题Macroeconomics ; Health, Education, and Welfare ; COVID-19
URLhttps://www.nber.org/papers/w27128
来源智库National Bureau of Economic Research (United States)
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条目标识符http://119.78.100.153/handle/2XGU8XDN/584801
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Jesús Fernández-Villaverde,Charles I. Jones. Estimating and Simulating a SIRD Model of COVID-19 for Many Countries, States, and Cities. 2020.
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