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Implement the gID algorithm
General Identifiability with Arbitrary Surrogate Experiments S. Lee, J. Correa, E. Bareinboim. UAI-19. In Proceedings of the 35th Conference on Uncertainty in Artificial Intelligence, 2019. Columbia CausalAI Laboratory, Technical Report (R-46), May, 2019. [pdf, errata, bib]
The paper does not appear to describe a related gIDC algorithm that extend gID to conditional datasets.