causaleffect: Deriving Expressions of Joint Interventional Distributions and Transport Formulas in Causal Models

Functions for identification and transportation of causal effects. Provides a conditional causal effect identification algorithm (IDC) by Ilya Shpitser and Judea Pearl, an algorithm for transportability from multiple domains with limited experiments by Elias Bareinboim and Judea Pearl and a selection bias recovery algorithm by Elias Bareinboim and Jin Tian. All of the previously mentioned algorithms are based on a causal effect identification algorithm by Jin Tian.

Version: 1.3.0
Imports: ggm, igraph, XML
Suggests: R.rsp
Published: 2016-10-07
Author: Santtu Tikka
Maintainer: Santtu Tikka <santtuth at>
License: GPL-2
NeedsCompilation: no
Materials: NEWS
CRAN checks: causaleffect results


Reference manual: causaleffect.pdf
Vignettes: Identifying Causal Effects with the R Package causaleffect
Simplifying Probabilistic Expressions in Causal Inference
Package source: causaleffect_1.3.0.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
OS X Mavericks binaries: r-release: causaleffect_1.3.0.tgz, r-oldrel: causaleffect_1.3.0.tgz
Old sources: causaleffect archive


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