Contains a variety of methods to generate typical causal inference estimates using Bayesian Additive Regression Trees (BART) as the underlying regression model (Hill (2012) <doi:10.1198/jcgs.2010.08162>).
Version: |
1.0-4 |
Depends: |
R (≥ 3.1-0) |
Imports: |
dbarts (≥ 0.9-16), methods, stats, graphics, parallel, utils, grDevices |
Suggests: |
testthat (≥ 0.9-0), lme4, rpart, tmle |
Published: |
2020-08-10 |
Author: |
Vincent Dorie
[aut, cre],
Jennifer Hill
[aut] |
Maintainer: |
Vincent Dorie <vdorie at gmail.com> |
BugReports: |
https://github.com/vdorie/bartCause/issues |
License: |
GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
URL: |
https://github.com/vdorie/bartCause |
NeedsCompilation: |
no |
Citation: |
bartCause citation info |
Materials: |
NEWS |
In views: |
Bayesian, CausalInference |
CRAN checks: |
bartCause results |