fitVirusCV19_state (United States COVID-19 SIR Model)

版本 1.2.6 (4.5 MB) 作者: Joshua McGee
Estimation of coronavirus COVID-19 epidemic evaluation by the SIR model, Code receives and plots data for the US obtained over the web.
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更新时间 2020/4/30

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This code will retrieve recent state-level data from Wikipedia and attempts to fit it to a SIR model using structure created by Milan Batista.(https://www.mathworks.com/matlabcentral/fileexchange/74658-fitviruscovid19?s_tid=prof_contriblnk). The model is data-driven, so its forecast is as good as data are. Also, it is assumed that the model is a reasonable description of the one-stage epidemic.

Results are saved in structure res (see function fiVirusCV19_state header). Optionally the results may be printed by:

fitVirusCV19_state('Massachusetts','plt','on')

The plot may be enabled or disabled via (default is on):
fitVirusCV19_state('Massachusetts','prn','on')

To plot the growth rate on the figure use (def value is 2)
fitVirusCV19_state('Massachusetts','nsp',3)

A more detailed description can be found in:
https://www.researchgate.net/publication/339311383_Estimation_of_the_final_size_of_the_coronavirus_epidemic_by_the_SIR_model
Examples can be found in:
https://www.researchgate.net/publication/339912313_Forecasting_of_final_COVID-19_epidemic_size_200318

引用格式

Joshua McGee (2024). fitVirusCV19_state (United States COVID-19 SIR Model) (https://www.mathworks.com/matlabcentral/fileexchange/74813-fitviruscv19_state-united-states-covid-19-sir-model), MATLAB Central File Exchange. 检索时间: .

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版本 已发布 发行说明
1.2.6

updated 4/30
1.2.5

updated 4/18
1.2.4

update 4/17
1.2.3

-added notes and updated data 4/15
1.2.2

updated 4/15
1.2.1

updated small fixes 4/14
1.2

updated 4/13
1.1.9

updated 4/13, small bug fixes, an added table displaying summary statistics for each state
1.1.8

-bug fixes and updates 4/12
1.1.7

updated 4/11
1.1.6

-updated 4/10
1.1.5

-updated 4/9
1.1.4

-updated 4/6
1.1.3

-updated
1.1.2

-updates and small fixes
1.1

-small updates and corrections
1.0.9

-updated data 4/3
1.0.8

-image
1.0.7

-added graphs for states that do not fit SIR model well to at least show data trends over time
1.0.6

-cleaned up data to give better predictions
-only show graphs for states that fit criteria well
1.0.5

-image
1.0.4

-fixed plot
1.0.3

-added end date to plots
1.0.2

-updated examples with new data
1.0.1

-updated acknowledgements
1.0.0