SIRD model for COVID-19 outbreaks

Version 2.0 (5,33 ko) par Diego Caccavo
The Italian SIRD model according to the manuscript DOI: 10.13140/RG.2.2.24485.86243
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Mise à jour 19 avr. 2020

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In these files it is reported the SIRD model developed in the manuscript: "Chinese and Italian COVID-19 outbreaks can be correctly described by a modified SIRD model" (doi: 10.13140/RG.2.2.24485.86243 on ResearchGate, or 10.1101/2020.03.19.20039388 on MedRxiv).

The model reported here works on the Italian data but can be easily adjusted to work with other data present on the COVID-19 github repository by Johns Hopkins CSSE.

The Italian data are retrived from official databases, the optimization of the model parameters is performed and the results are displayed.

Citation pour cette source

Diego Caccavo (2024). SIRD model for COVID-19 outbreaks (https://www.mathworks.com/matlabcentral/fileexchange/74838-sird-model-for-covid-19-outbreaks), MATLAB Central File Exchange. Récupéré le .

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Créé avec R2019b
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Version Publié le Notes de version
2.0

- Incident cases used to perform the fitting;
- added robust fitting method (Bisquare M-Estimator, Huber M-Estimator)
- added the calculation of the "reproduction number"
1.0.0.4

Files uploaded
1.0.0.3

files uploaded
1.0.0.2

1. Required MathWorks Products: "Global Optimization Toolbox"
2. Uncommented lines 5 and 6 in "sird_covid_run_ita.m"
1.0.0.1

1. Required MathWorks Products: "Global Optimization Toolbox"
2. Uncommented lines 5, 6 in "sird_covid_run_ita.m"
1.0.0