Causal Graphs: Addressing the Confounding Problem Without Instruments or   Ignorability
  Discussion of "Instrumental Variables: An Econometrician's Perspective" by Guido W. Imbens [arXiv:1410.0163]. 
Ilya Shpitser
stat.ME