URL details: stephanbongers.com/bibtex/2017-08-consistent_sem.html
URL title:
Causal Consistency of Structural Equation Models
URL description:
Complex systems can be modelled at various levels of detail. Ideally, causal models of the same system should be consistent with one another in the sense that they agree in their predictions of the effects of interventions. We formalise this notion of consistency in the case of Structural Equation Models (SEMs) by introducing exact transformations between SEMs. This provides a general language to consider, for instance, the different levels of description in the following three scenarios: (a) models with la
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