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.

Getting started

Package details

AuthorRicardo Silva [cre, aut], Robin Evans [aut]
MaintainerRicardo Silva <[email protected]>
LicenseGPL (>= 2)
Package repositoryView on CRAN
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CausalFX documentation built on May 2, 2019, 5:39 a.m.