bartCause: Causal Inference using Bayesian Additive Regression Trees
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: | 1.0-10 |
| Depends: | R (≥ 3.1-0) |
| Imports: | dbarts (≥ 0.9-16), methods, stats, graphics, parallel, utils, grDevices |
| Suggests: | testthat (≥ 0.9-0), lme4, rpart, tmle, stan4bart |
| Published: | 2025-12-11 |
| DOI: | 10.32614/CRAN.package.bartCause |
| 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 |
Documentation:
| Reference manual: | bartCause.html , bartCause.pdf |
Downloads:
| Package source: | bartCause_1.0-10.tar.gz |
| Windows binaries: | r-devel: bartCause_1.0-10.zip, r-release: bartCause_1.0-10.zip, r-oldrel: bartCause_1.0-10.zip |
| macOS binaries: | r-release (arm64): bartCause_1.0-10.tgz, r-oldrel (arm64): bartCause_1.0-10.tgz, r-release (x86_64): bartCause_1.0-10.tgz, r-oldrel (x86_64): bartCause_1.0-10.tgz |
| Old sources: | bartCause archive |
Reverse dependencies:
| Reverse depends: | plotBart |
| Reverse imports: | CRE, evalITR |
| Reverse suggests: | tidytreatment |
Linking:
Please use the canonical form https://CRAN.R-project.org/package=bartCause to link to this page.