CausalFX: Methods for Estimating Causal Effects from Observational Data

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>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation: no
CRAN checks: CausalFX results


Reference manual: CausalFX.pdf
Package source: CausalFX_1.0.1.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
OS X Mavericks binaries: r-release: CausalFX_1.0.1.tgz, r-oldrel: CausalFX_1.0.1.tgz


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