Identification of Counterfactual Queries in Causal Models

Facilitates the identification of counterfactual queries in structural causal models via the ID* and IDC* algorithms by Shpitser, I. and Pearl, J. (2008) < https://jmlr.org/papers/v9/shpitser08a.html>. Provides a simple interface for defining causal graphs and counterfactual conjunctions. Construction of parallel worlds graphs and counterfactual graphs is done automatically based on the counterfactual query and the causal graph.


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install.packages("cfid")

0.1.2 by Santtu Tikka, 6 months ago


https://github.com/santikka/cfid


Browse source code at https://github.com/cran/cfid


Authors: Santtu Tikka [aut, cre]


Documentation:   PDF Manual  


GPL-3 license


Suggests covr, dagitty, igraph, mockery, testthat


See at CRAN