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Econ-SIR model implementation. Includes simulation, estimation, optimal policy, and dashboard.

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Econ-SIR

Econ-SIR model implementation using JAX. Works best with Python 3.8. Simplified version of model used in:

Economics and Epidemics: Evidence from an Estimated Spatial Econ-SIR Model
by Mark Bognanni, Doug Hanley, Daniel Kolliner, and Kurt Mitman

For a live dashboard of the more complex model in the above paper see: econsir.io

Usage

Check out econsir.ipynb for a quick walkthrough of simulation, estimation, and optimal policy.

To run the built-in dashboard, execute

python3 dash.py

Here's an example of a simulated path

simulated path

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