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Causal inference via string diagram surgery: A diagrammatic approach to interventions and counterfactuals.
Bart Jacobs
Aleks Kissinger
Fabio Zanasi
Published in:
Math. Struct. Comput. Sci. (2021)
Keyphrases
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causal inference
causal models
diagrammatic reasoning
causal relationships
causal discovery
additive noise
conditional independence
discrete data
abductive reasoning
directed acyclic graph
nonmonotonic reasoning
rare events