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.

Version: 0.1.7
Suggests: covr, dagitty, igraph, mockery, testthat (≥ 3.0.0)
Published: 2023-11-27
Author: Santtu Tikka ORCID iD [aut, cre]
Maintainer: Santtu Tikka <santtuth at gmail.com>
License: GPL (≥ 3)
URL: https://github.com/santikka/cfid
NeedsCompilation: no
Materials: NEWS
CRAN checks: cfid results

Documentation:

Reference manual: cfid.pdf

Downloads:

Package source: cfid_0.1.7.tar.gz
Windows binaries: r-devel: cfid_0.1.7.zip, r-release: cfid_0.1.7.zip, r-oldrel: cfid_0.1.7.zip
macOS binaries: r-release (arm64): cfid_0.1.7.tgz, r-oldrel (arm64): cfid_0.1.7.tgz, r-release (x86_64): cfid_0.1.7.tgz
Old sources: cfid archive

Reverse dependencies:

Reverse imports: R6causal

Linking:

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