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Red unidirectional arrows represent frontal-to-parietal top-down causal streams along the DAN (hFEF→PPC), whereas green arrows represents causal streams not in the top-down direction.
Further, if one has already given up causal claims, then a high-scoring structure is more important than a network that accurately represents causal direction.
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Such techniques lack ways of representing causal relationships (such as between diseases and their symptoms), and are likely to face challenges in acquiring abstract ideas like "sibling" or "identical to".
Causal data are often derived from mathematical models that represent causal relationships among events.
These structural equations are meant to represent causal relationships among the variables in the model.
A great deal of recent work on causation has used systems of equations and directed graphs to represent causal relationships.
Because the dynamic equations of REIMs are essentially autoregressive data mining constructs, they may not represent causal relations.
The connections represent (causal) impacts of states on each other, as assumed to hold for the application domain addressed.
In this paper, we present a new technique for finding least cost sets by using linear constraints to represent causal relationships.
We show that interventions, which are very useful for representing causal relations between events, can be naturally viewed as a belief change process.
The second issue concerns whether experiences can represent causal relations, in the same way they represent colors, shapes and whatever else is plausibly represented in experience.
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