Distinguishing Cause from Effect Using Observational Data: Methods and Benchmarks

Joris M. Mooij, Jonas Peters, Dominik Janzing, Jakob Zscheischler, Bernhard Schölkopf. Distinguishing Cause from Effect Using Observational Data: Methods and Benchmarks. Journal of Machine Learning Research, 17, 2016. [doi]

@article{MooijPJZS16,
  title = {Distinguishing Cause from Effect Using Observational Data: Methods and Benchmarks},
  author = {Joris M. Mooij and Jonas Peters and Dominik Janzing and Jakob Zscheischler and Bernhard Schölkopf},
  year = {2016},
  url = {http://jmlr.org/papers/v17/14-518.html},
  researchr = {https://researchr.org/publication/MooijPJZS16},
  cites = {0},
  citedby = {0},
  journal = {Journal of Machine Learning Research},
  volume = {17},
}