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 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 |
| 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 causaleffect Simplifying Probabilistic Expressions in Causal Inference |
Downloads:
| Package source: | causaleffect_1.3.15.tar.gz |
| Windows binaries: | r-devel: causaleffect_1.3.15.zip, r-release: causaleffect_1.3.15.zip, r-oldrel: causaleffect_1.3.15.zip |
| macOS binaries: | r-release (arm64): causaleffect_1.3.15.tgz, r-oldrel (arm64): causaleffect_1.3.15.tgz, r-release (x86_64): causaleffect_1.3.15.tgz, r-oldrel (x86_64): causaleffect_1.3.15.tgz |
| Old sources: | causaleffect archive |
Reverse dependencies:
| Reverse imports: | R6causal |
Linking:
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