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[NB] Basic experiments workflow for simple epidemiological models

Posted 6 years ago

MODERATOR NOTE: coronavirus resources & updates: https://wolfr.am/coronavirus

POSTED BY: Anton Antonov
10 Replies

Many thanks for the effort you put into this. I also much enjoy your website and learn a lot from it.

Regards, Robert

POSTED BY: Robert Nathaniel

Thank your kind words! I put a fix into the notebook -- I forgot to run it with the most recent package updates.

POSTED BY: Anton Antonov

Nice live-stream today!

POSTED BY: Robert Nachbar

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POSTED BY: Daniel Lichtblau

Thanks, Dan!

Probably refined models can be made that have more population compartments and have time-dependent rates that reflect the medical observations and enacted policies.

POSTED BY: Anton Antonov

My work is posted now: [Notebook] Epidemiological Models for Influenza and COVID-19

I'll get a a look at your repo later today.

POSTED BY: Robert Nachbar

Very nice!

Our models are very similar, right down to some of the assumptions! I see that your fits suffer from the same problems as mine: a long exponential tail on the confirmed cases (aka, infected) and the recovered rises too slowly.

Bob

POSTED BY: Robert Nachbar

Thank you for your comment, Bob!

The purpose of that notebook is to show the general workflow with a simple model. There are multiple ways to make the SEI2R model more comprehensive. The directions I have in mind can be found in the repository Coronavirus propagation dynamics.

POSTED BY: Anton Antonov
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