Decision making, symmetry and structure: Justifying causal interventions
We can use structural causal models (SCMs) to help us evaluate the consequences of actions given data. SCMs identify actions with structural interventions. A careful decision maker may wonder whether this identification is justified. We seek such a justification. We begin with decision models, which...
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Main Authors: | Johnston David O., Ong Cheng Soon, Williamson Robert C. |
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Format: | Article |
Language: | English |
Published: |
De Gruyter
2025-01-01
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Series: | Journal of Causal Inference |
Subjects: | |
Online Access: | https://doi.org/10.1515/jci-2023-0001 |
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