Package: cfid 0.1.7

cfid: 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. (2007, 2008) <arxiv:1206.5294>, <https://jmlr.org/papers/v9/shpitser08a.html>. 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) <doi:10.32614/RJ-2023-053> for a tutorial of the package.

Authors:Santtu Tikka [aut, cre]

cfid_0.1.7.tar.gz
cfid_0.1.7.zip(r-4.5)cfid_0.1.7.zip(r-4.4)cfid_0.1.7.zip(r-4.3)
cfid_0.1.7.tgz(r-4.4-any)cfid_0.1.7.tgz(r-4.3-any)
cfid_0.1.7.tar.gz(r-4.5-noble)cfid_0.1.7.tar.gz(r-4.4-noble)
cfid_0.1.7.tgz(r-4.4-emscripten)cfid_0.1.7.tgz(r-4.3-emscripten)
cfid.pdf |cfid.html✨
cfid/json (API)
NEWS

Peer review:

Bug tracker:https://github.com/santikka/cfid/issues

On CRAN:

causal-inferencecausal-modelscausality-algorithmscounterfactualcounterfactualsdirected-acyclic-graphidentifiability

11 exports 7 stars 1.77 score 0 dependencies 1 dependents 2 scripts 331 downloads

Last updated 2 months agofrom:bd1c99d1b1. Checks:OK: 7. Indexed: yes.

Exports:causal_effectcfconjcounterfactual_conjunctioncounterfactual_variabledagexport_graphfunctionalidentifiableimport_graphprobability

Dependencies: