DESCRIPTION

Package: causaleffect
Version: 1.3.13
Date: 2021-06-13
Title: Deriving Expressions of Joint Interventional Distributions and Transport Formulas in Causal Models
Authors@R: person(given = "Santtu",
    family = "Tikka",
    role = c("aut", "cre"),
    email = "santtuth@gmail.com",
    comment = c(ORCID = "0000-0003-4039-4342"))
BugReports: https://github.com/santikka/causaleffect/issues
Description: Functions for identification and transportation of causal effects. Provides a conditional causal effect identification algorithm (IDC) by Shpitser, I. and Pearl, J. (2006) <http://ftp.cs.ucla.edu/pub/stat_ser/r329-uai.pdf>, an algorithm for transportability from multiple domains with limited experiments by Bareinboim, E. and Pearl, J. (2014) <http://ftp.cs.ucla.edu/pub/stat_ser/r443.pdf> and a selection bias recovery algorithm by Bareinboim, E. and Tian, J. (2015) <http://ftp.cs.ucla.edu/pub/stat_ser/r445.pdf>. All of the previously mentioned algorithms are based on a causal effect identification algorithm by Tian , J. (2002) <http://ftp.cs.ucla.edu/pub/stat_ser/r309.pdf>.
License: GPL (>= 2)
Imports: igraph
Suggests: R.rsp, XML
VignetteBuilder: R.rsp
NeedsCompilation: no
Author: Santtu Tikka [aut, cre] (<https://orcid.org/0000-0003-4039-4342>)
Maintainer: Santtu Tikka <santtuth@gmail.com>