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Causal inference for a binary treatment and continuous outcome using Bayesian Causal Forests. See Hahn, Murray and Carvalho (2020) <doi:10.1214/19-BA1195> for additional information. This implementation relies on code originally accompanying Pratola et. al. (2013) <doi:10.48550/arXiv.1309.1906>.
| Version: | 2.0.2 |
| Imports: | Rcpp, RcppParallel, coda (≥ 0.19.3), Hmisc, parallel, doParallel, foreach, matrixStats |
| LinkingTo: | Rcpp, RcppArmadillo, RcppParallel |
| Suggests: | testthat, spelling, knitr, rmarkdown, latex2exp, ggplot2, rpart, rpart.plot, partykit |
| Published: | 2024-02-27 |
| DOI: | 10.32614/CRAN.package.bcf |
| Author: | Jared S. Murray [aut, cre], P. Richard Hahn [aut], Carlos Carvalho [aut], Peter Mariani [ctb], Constance Delannoy [ctb], Mariel Finucane [ctb], Lauren V. Forrow [ctb], Drew Herren [ctb] |
| Maintainer: | Jared S. Murray <jared.murray at mccombs.utexas.edu> |
| License: | GPL-3 |
| NeedsCompilation: | yes |
| SystemRequirements: | GNU make |
| Language: | en-US |
| Citation: | bcf citation info |
| Materials: | README NEWS |
| CRAN checks: | bcf results |
| Reference manual: | bcf.pdf |
| Vignettes: |
A Simple Example Prediction using BCF |
| Package source: | bcf_2.0.2.tar.gz |
| Windows binaries: | r-devel: bcf_2.0.2.zip, r-release: bcf_2.0.2.zip, r-oldrel: bcf_2.0.2.zip |
| macOS binaries: | r-release (arm64): bcf_2.0.2.tgz, r-oldrel (arm64): bcf_2.0.2.tgz, r-release (x86_64): bcf_2.0.2.tgz, r-oldrel (x86_64): bcf_2.0.2.tgz |
| Old sources: | bcf archive |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.