This repo contains the code to reproduce the results in the Subsidy Treaties paper.
This repo contains
- extensive datawrangling and statistical analysis in
code/Data.ipynb, combining various sources of publicly available data incode/data/, comprised of:- a) climate data used to obtain country-specific estimates of marginal damages from warming
- b) data on electricity generation
- c) other economic indicators necessary to calibrate our strutcutal model
- cuda-accelerated pytorch code in
code/Simulate.ipywhich numerically solves our model for the economies of US, China, EU and India over the next century under various counterfactuals, in an efficient tensorized fashion - different
code/experiments*.ipyscripts launchingcode/Simulate.ipyin various ways - a notebook
code/Evaluate.ipynbwhich assembles the results of the experiments into thecode/figureswe report in the paper.