@article{incorporatingknowledgeintostructural, title = {Incorporating Knowledge into Structural Equation Models using Auxiliary Variables}, author = {Bryant Chen and Judea Pearl and Elias Bareinboim}, year = {2015}, eprint = {1511.02995}, archivePrefix = {arXiv}, url = {http://arxiv.org/abs/1511.02995v3}, }