rbas2015/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

MaintainerRicardo Silva <ricardo@stats.ucl.ac.uk>
LicenseGPL (>= 2)
URL http://github.com/rbas2015/CausalFX
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
rbas2015/CausalFX documentation built on May 27, 2019, 2:06 a.m.