Estimate causal effects of one variable on another, currently for binary data only. Methods include instrumental variable bounds, adjustment by a given covariate set, adjustment by an induced covariate set using a variation of the PC algorithm, and an effect bounding method (the Witness Protection Program) based on covariate adjustment with observable independence constraints.
| Version: | 1.0.1 |
| Imports: | igraph, rcdd, rje |
| Published: | 2015-05-20 |
| Author: | Ricardo Silva [cre, aut], Robin Evans [aut] |
| Maintainer: | Ricardo Silva <ricardo at stats.ucl.ac.uk> |
| BugReports: | http://github.com/rbas2015/CausalFX/issues |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| URL: | http://github.com/rbas2015/CausalFX |
| NeedsCompilation: | no |
| CRAN checks: | CausalFX results |
| Reference manual: | CausalFX.pdf |
| Package source: | CausalFX_1.0.1.tar.gz |
| Windows binaries: | r-devel: CausalFX_1.0.1.zip, r-release: CausalFX_1.0.1.zip, r-oldrel: CausalFX_1.0.1.zip |
| macOS binaries: | r-release: CausalFX_1.0.1.tgz, r-oldrel: CausalFX_1.0.1.tgz |
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