ShrinkageTrees: Bayesian Tree Ensembles for Survival Analysis and Causal
Inference
Bayesian regression tree ensembles for survival analysis
and causal inference. Implements BART, DART, Bayesian Causal
Forests (BCF), and Horseshoe Forest models. Supports
right-censored and interval-censored survival outcomes via
accelerated failure time (AFT) formulations. Designed for
high-dimensional prediction and heterogeneous treatment effect
estimation.
| Version: |
2.1.0 |
| Depends: |
R (≥ 4.1.0) |
| Imports: |
parallel, Rcpp, splines, stats, utils |
| LinkingTo: |
Rcpp (≥ 1.0.11) |
| Suggests: |
coda, ggplot2, glmnet, knitr, rmarkdown, rpart, survival, testthat (≥ 3.0.0) |
| Published: |
2026-09-02 |
| DOI: |
10.32614/CRAN.package.ShrinkageTrees |
| Author: |
Tijn Jacobs  [aut,
cre] |
| Maintainer: |
Tijn Jacobs <t.jacobs at vu.nl> |
| BugReports: |
https://github.com/tijn-jacobs/ShrinkageTrees/issues |
| License: |
MIT + file LICENSE |
| URL: |
https://github.com/tijn-jacobs/ShrinkageTrees |
| NeedsCompilation: |
yes |
| Citation: |
ShrinkageTrees citation info |
| Materials: |
README, NEWS |
| CRAN checks: |
ShrinkageTrees results |
Documentation:
Downloads:
Reverse dependencies:
Linking:
Please use the canonical form
https://CRAN.R-project.org/package=ShrinkageTrees
to link to this page.