Abstraction between Structural Causal Models: A Review of Definitions and Properties

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Causality
Judea Pearl · 2009
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Category theory for the sciences
David I Spivak · 2014
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Approximate causal abstractions
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The category theory of causal models
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Compositional abstraction error and a category of causal models
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On the equivalence of causal models: A category-theoretic approach
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Jun Otsuka and Hayato Saigo · 2022
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