Do you mean this? Pearl and Velma, “A theory of inferred causation” As far as I can see the definitions are very similar, but Pearl’s “algorithm” requires complete knowledge of the complete distribution, while Shalizi’s reconstruction approach works from samples.
Do you mean this? Pearl and Velma, “A theory of inferred causation” As far as I can see the definitions are very similar, but Pearl’s “algorithm” requires complete knowledge of the complete distribution, while Shalizi’s reconstruction approach works from samples.