For events , a directed graph is an independence digraph if is independent of the sigma-algebra generated by the events indexed by its non-outneighbors, excluding . The direction records which joint independence condition is available. A cyclically oriented triangle imposes pairwise independence; it does not impose independence of all three events together.
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