The Book of Why: The New Science of Cause and Effect

by Judea Pearl

By depicting A as a root node, we do not really mean that A has no prior causes. Hardly any variable is entitled to such a status. We really mean that any prior causes of A can be adequately summarized in the prior probability P(A) that A is true.