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association
variation in X co-occurs with variation in Y
deterministic association
if X, then Y. if not X, then not Y.
probabilistic association
if X, then probability of Y changes.
time order
x precedes Y.
rationale
plausible theory for the causal connection
non-spurious relation
elimination of confounding variables.