ImperialCollegeLondon / covid19model

Code for modelling estimated deaths and cases for COVID19.
MIT License
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Contribute 50 state variant? #79

Closed aolney closed 4 years ago

aolney commented 4 years ago

I have data (intervention dates, IFRs) for all U.S. states plus my county.

I've run this through an earlier version of your model (I mirrored into a private repo after commit 10a42cfc444be562cb506290628f9bf6351ffc52).

Please let me know if/how you'd like me to contribute this back or keep it as a mirrored project (which I expect will be public shortly).

aolney commented 4 years ago

Just a follow up on the IFRs from my colleague

We used the age-specific IFRs in ICL Report 9 (Ferguson et al), which were 
described as adjusted to account for a non-uniform attack rate in the GB/US 
context. In the absence of a contact matrix for the US, we are forced to make 
the assumption (implicit in the ICL-9 model) that age-specific attack rates are 
similar in the US and GB contexts and are also similar across US states.

We then collated age group demographics for 50 states and Shelby Co, TN (our 
primary interest); these data were collected from the 2018 ACS 5-year estimates, 
which are the most current data available from the US census bureau. We took the 
weighted average of the age-specific IFRs in Ferguson et al, weighting by the 
population proportion in each age group. The resulting age- and 
demography-adjusted IFRs varied from 0.76% (Utah) to 1.35% (Florida).
nealmcb commented 4 years ago

Thanks. I'd love to see this extended to and updated for the United States and elsewhere.

Note also the related work at The Metric We Need to Manage COVID-19 – systrom with a Jupyter notebook implementation

There are data sources from both JHU and CovidTracking.com

dsjoerg commented 4 years ago

Also interested! Myself and some volunteer colleagues are available to work on this.

s-mishra commented 4 years ago

Version 6 has it now https://github.com/ImperialCollegeLondon/covid19model/tree/v6.0