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 Forests models. Supports right-censored survival outcomes via accelerated failure time (AFT) formulations. Designed for high-dimensional prediction and heterogeneous treatment effect estimation in causal inference.
| Version: | 1.2.0 |
| Depends: | R (≥ 3.5.0) |
| Imports: | Rcpp |
| LinkingTo: | Rcpp (≥ 1.0.11) |
| Suggests: | survival, afthd, testthat (≥ 3.0.0) |
| Published: | 2026-02-26 |
| 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 |
| CRAN checks: | ShrinkageTrees results |
Documentation:
| Reference manual: | ShrinkageTrees.html , ShrinkageTrees.pdf |
Downloads:
| Package source: | ShrinkageTrees_1.2.0.tar.gz |
| Windows binaries: | r-devel: ShrinkageTrees_1.0.2.zip, r-release: ShrinkageTrees_1.2.0.zip, r-oldrel: ShrinkageTrees_1.2.0.zip |
| macOS binaries: | r-release (arm64): ShrinkageTrees_1.2.0.tgz, r-oldrel (arm64): ShrinkageTrees_1.2.0.tgz, r-release (x86_64): ShrinkageTrees_1.2.0.tgz, r-oldrel (x86_64): ShrinkageTrees_1.2.0.tgz |
| Old sources: | ShrinkageTrees archive |
Linking:
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