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, and algorithms for z-identifiability, transportability, z-transportability and meta-transportability of causal effects by Elias Bareinboim and Judea Pearl. All of the previously mentioned algorithms are based on a causal effect identification algorithm by Jin Tian.

Version: 1.2.4
Imports: ggm, igraph, XML
Suggests: R.rsp
Published: 2016-02-23
Author: Santtu Tikka
Maintainer: Santtu Tikka <santtuth at gmail.com>
License: GPL-2
NeedsCompilation: no
Materials: NEWS
CRAN checks: causaleffect results

Downloads:

Reference manual: causaleffect.pdf
Vignettes: Identifying Causal Effects with the R Package causaleffect
Package source: causaleffect_1.2.4.tar.gz
Windows binaries: r-devel: causaleffect_1.2.4.zip, r-release: causaleffect_1.2.4.zip, r-oldrel: causaleffect_1.2.4.zip
OS X Snow Leopard binaries: r-release: causaleffect_1.2.4.tgz, r-oldrel: causaleffect_1.1.1.tgz
OS X Mavericks binaries: r-release: causaleffect_1.2.4.tgz
Old sources: causaleffect archive