Package: bartCause 1.0-9
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>).
Authors:
bartCause_1.0-9.tar.gz
bartCause_1.0-9.zip(r-4.5)bartCause_1.0-9.zip(r-4.4)bartCause_1.0-9.zip(r-4.3)
bartCause_1.0-9.tgz(r-4.4-any)bartCause_1.0-9.tgz(r-4.3-any)
bartCause_1.0-9.tar.gz(r-4.5-noble)bartCause_1.0-9.tar.gz(r-4.4-noble)
bartCause_1.0-9.tgz(r-4.4-emscripten)bartCause_1.0-9.tgz(r-4.3-emscripten)
bartCause.pdf |bartCause.html✨
bartCause/json (API)
NEWS
| # Install 'bartCause' in R: |
| install.packages('bartCause', repos = c('https://vdorie.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/vdorie/bartcause/issues
Last updated 2 months agofrom:c212c1168e. Checks:OK: 7. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Oct 16 2024 |
| R-4.5-win | OK | Oct 16 2024 |
| R-4.5-linux | OK | Oct 16 2024 |
| R-4.4-win | OK | Oct 16 2024 |
| R-4.4-mac | OK | Oct 16 2024 |
| R-4.3-win | OK | Oct 16 2024 |
| R-4.3-mac | OK | Oct 16 2024 |
Exports:bartcextractplot_estplot_indivplot_sigmaplot_supportrefit
Dependencies:dbarts
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Causal Inference using Bayesian Additive Regression Trees | bartc |
| Generic Methods for 'bartcFit' Objects | bartc-generics extract extract.bartcFit fitted.bartcFit predict.bartcFit refit refit.bartcFit |
| Plot methods for 'bartc' | bartc-plot plot_est plot_indiv plot_sigma plot_support |
| Summary for 'bartcFit' Objects | summary.bartcFit |
