concept
active
concept:granger-causality

Granger Causality

Predictive causality measure used in G-emergence; not a strict causal measure.

Neighborhood — ranked by edge-count

Frameworks (1)

framework
  • G-Emergence
    implements
    Seth's quantitative emergence measure based on Granger causality.

Related by similarity (8)

cosine ≥ 0.65 · no typed edge

Entities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.

  • Causal Geometryframework0.752
    Chvykov and Hoel's geometric extension of causal emergence to continuous systems using Fisher information.
  • Causal Invarianceconcept0.742
    Property that causal mechanisms remain stable across environments; desirable for OOD.
  • The structural-realist grounding for self-evidencing after the bounded self is relinquished.
  • Circular causalityconcept0.740
    The reciprocal causal coupling between internal/external states via sensory/active states.
  • Janus proposes transformer computation viewed as causal graph with foliations/time-slices specifying computation order.
  • Disambiguation exercise.
  • Causal powerconcept0.723
    The ability of an agent to be a driver of subsequent events; a hallmark of cognition that causal emergence quantifies.
  • Causal Mediationconcept0.715
    Whether an internal direction causally controls a target behavior, verified by intervention success