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.
|Imports:||igraph, rcdd, rje|
|Author:||Ricardo Silva [cre, aut], Robin Evans [aut]|
|Maintainer:||Ricardo Silva <ricardo at stats.ucl.ac.uk>|
|License:||GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]|
|CRAN checks:||CausalFX results|
|Windows binaries:||r-devel: CausalFX_1.0.1.zip, r-release: CausalFX_1.0.1.zip, r-oldrel: CausalFX_1.0.1.zip|
|OS X Mavericks binaries:||r-release: CausalFX_1.0.1.tgz, r-oldrel: CausalFX_1.0.1.tgz|
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