CausalFX: Methods for Estimating Causal Effects from Observational Data
Version 1.0.1

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]
Date of publication2015-05-20 17:10:47
MaintainerRicardo Silva <[email protected]>
LicenseGPL (>= 2)
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:

Try the CausalFX package in your browser

Any scripts or data that you put into this service are public.

CausalFX documentation built on May 29, 2017, 6:34 p.m.