DESCRIPTION

Package: causaleffect
Version: 1.3.10
Date: 2019-09-25
Title: Deriving Expressions of Joint Interventional Distributions and
        Transport Formulas in Causal Models
Author: Santtu Tikka
Maintainer: Santtu Tikka <santtuth@gmail.com>
Imports: ggm, igraph, XML
Suggests: R.rsp
VignetteBuilder: R.rsp
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
NeedsCompilation: no
Packaged: 2019-09-26 12:20:46 UTC; Santtu
Repository: CRAN
Date/Publication: 2019-09-26 13:00:03 UTC