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>.
Version: 1.3.15 Imports: igraph Suggests: R.rsp, XML Published: 2022-07-14 DOI: 10.32614/CRAN.package.causaleffect Author: Santtu Tikka [aut, cre] Maintainer: Santtu Tikka <santtuth at gmail.com> License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] URL: https://github.com/santikka/causaleffect/ NeedsCompilation: no Citation: causaleffect citation info Materials: NEWS In views: CausalInference CRAN checks: causaleffect results Documentation: Reference manual: causaleffect.pdf Vignettes: Identifying Causal Effects with the R package causaleffectPlease use the canonical form https://CRAN.R-project.org/package=causaleffect to link to this page.
RetroSearch is an open source project built by @garambo | Open a GitHub Issue
Search and Browse the WWW like it's 1997 | Search results from DuckDuckGo
HTML:
3.2
| Encoding:
UTF-8
| Version:
0.7.4