Also, I vaguely remember that Judea Pearl’s Causality explains how to infer causality from mere correlational data.
Yes, the IC and IC* algorithm (described respectively on p. 50 and 52 of Causality) describe how to infer some parts of the causal DAG from a stable probability distribution.
(Not-so-fun fact: Both of these don’t have Wikipedia articles!)
Also, I vaguely remember that Judea Pearl’s Causality explains how to infer causality from mere correlational data.
Yes, the IC and IC* algorithm (described respectively on p. 50 and 52 of Causality) describe how to infer some parts of the causal DAG from a stable probability distribution.
(Not-so-fun fact: Both of these don’t have Wikipedia articles!)