@article{sparsenestedmarkovmodelswithloglinear, title = {Sparse Nested Markov models with Log-linear Parameters}, author = {Ilya Shpitser and Robin J. Evans and Thomas S. Richardson and James M. Robins}, year = {2013}, eprint = {1309.6863}, archivePrefix = {arXiv}, url = {http://arxiv.org/abs/1309.6863v1}, }