In Bayesian network graphs, how to systematically search for conditional independent nodes? In Bayesian network graphs, how to systematically search for pairs of conditional independent nodes, and the associated condition node(s)? Is there some simple rules or algorithms to follow?

There is the Bayes-Ball Algorithm, described in this paper: <

On page 22 of these slides there is a handy diagram that summarizes the algorithm: <