Everything that can be learned about a causal structure with latent variables by observational and interventional probing schemes

Marina Maciel Ansanelli, Elie Wolfe, Robert W. Spekkens

What types of differences among causal structures with latent variables are impossible to distinguish by statistical data obtained by probing each visible variable? If the probing…