FASK with Interventional Knowledge Recovers Edges from the Sachs Model

@article{Ramsey2018FASKWI,
  title={FASK with Interventional Knowledge Recovers Edges from the Sachs Model},
  author={Joseph Ramsey and Bryan Andrews},
  journal={CoRR},
  year={2018},
  volume={abs/1805.03108}
}
We report a procedure that, in one step from continuous data with minimal preparation, recovers the graph found by Sachs et al. [15], with only a few edges different. The algorithm, Fast Adjacency Skewness (FASK), relies on a mixture of linear reasoning and reasoning from the skewness of variables; the Sachs data is a good candidate for this procedure since… CONTINUE READING