Distinguishability of causal structures under latent confounding and selection

Ryan Carey, Marina Maciel Ansanelli, Elie Wolfe +1

Statistical relationships in observed data can arise for several different reasons: the observed variables may be causally related, they may share a latent common cause, or there m…