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End-to-End Python implementation of Rios, Barba & Gianmoena's (2026) Sender-Side sanctions incidence engine. Implements a two-wave CCE imputation counterfactual measuring the price and output costs borne by countries sanctioning Russia, with incremental vs level ATTs, bootstrap and placebo inference, and Russian-energy exposure gradients.

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bootstrapcausal-inferencecommon-correlated-effectscounterfactual-imputationdifference-in-differenceseconometricseconomic-sanctionsenergy-economicsinflationinternational-economicspanel-dataplacebo-testpolicy-evaluationpythonreproducible-researchrussiasanctionsukraineun-comtradeworld-bank-data

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LICENSE
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README.md
README.md
 
 
config.yaml
config.yaml
 
 
do_sanctions_backfire_draft.ipynb
do_sanctions_backfire_draft.ipynb
 
 
do_sanctions_backfire_ipo_main_1.png
do_sanctions_backfire_ipo_main_1.png
 
 
do_sanctions_backfire_ipo_main_2.png
do_sanctions_backfire_ipo_main_2.png
 
 
do_sanctions_backfire_ipo_main_3.png
do_sanctions_backfire_ipo_main_3.png
 
 
do_sanctions_backfire_ipo_main_4.png
do_sanctions_backfire_ipo_main_4.png
 
 
do_sanctions_backfire_ipo_main_5.png
do_sanctions_backfire_ipo_main_5.png
 
 
do_sanctions_backfire_ipo_main_6.png
do_sanctions_backfire_ipo_main_6.png
 
 
key_callables_discussion.txt
key_callables_discussion.txt
 
 
requirements.txt
requirements.txt
 
 
study_config.json
study_config.json
 
 
usage_example.md
usage_example.md
 
 

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About

End-to-End Python implementation of Rios, Barba & Gianmoena's (2026) Sender-Side sanctions incidence engine. Implements a two-wave CCE imputation counterfactual measuring the price and output costs borne by countries sanctioning Russia, with incremental vs level ATTs, bootstrap and placebo inference, and Russian-energy exposure gradients.

Topics

bootstrapcausal-inferencecommon-correlated-effectscounterfactual-imputationdifference-in-differenceseconometricseconomic-sanctionsenergy-economicsinflationinternational-economicspanel-dataplacebo-testpolicy-evaluationpythonreproducible-researchrussiasanctionsukraineun-comtradeworld-bank-data

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