Identification of Counterfactual Queries in Causal Models
Description
Facilitates the identification of counterfactual queries in
structural causal models via the ID* and IDC* algorithms
by Shpitser, I. and Pearl, J. (2007, 2008) ,
.
Provides a simple interface for defining causal diagrams and counterfactual
conjunctions. Construction of parallel worlds graphs and counterfactual graphs
is carried out automatically based on the counterfactual query and the causal
diagram. See Tikka, S. (2023) for a tutorial of
the package.