MugaSofer comments on Confound it! Correlation is (usually) not causation! But why not?

[MugaSofer]

So, um … how do we assess the likelihood of causation, assuming we can’t conduct an impromptu experiment on the spot?

[IlyaShpitser]

The keywords are ‘causal discovery,’ ‘structure learning.’ There is a large literature.