ShrinkageTrees: Regression Trees with Shrinkage Priors
Bayesian regression tree models with shrinkage priors on step heights. Supports continuous, binary, and right-censored (survival) outcomes. Used for high-dimensional prediction and causal inference.
| Version: | 1.0.2 |
| Depends: | R (≥ 3.5.0) |
| Imports: | Rcpp |
| LinkingTo: | Rcpp (≥ 1.0.11) |
| Suggests: | survival, afthd, testthat (≥ 3.0.0) |
| Published: | 2025-10-06 |
| 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 |
| Materials: | README |
| CRAN checks: | ShrinkageTrees results |
Documentation:
| Reference manual: | ShrinkageTrees.html , ShrinkageTrees.pdf |
Downloads:
| Package source: | ShrinkageTrees_1.0.2.tar.gz |
| Windows binaries: | r-devel: ShrinkageTrees_1.0.2.zip, r-release: ShrinkageTrees_1.0.2.zip, r-oldrel: ShrinkageTrees_1.0.2.zip |
| macOS binaries: | r-release (arm64): ShrinkageTrees_1.0.2.tgz, r-oldrel (arm64): ShrinkageTrees_1.0.2.tgz, r-release (x86_64): ShrinkageTrees_1.0.2.tgz, r-oldrel (x86_64): ShrinkageTrees_1.0.2.tgz |
| Old sources: | ShrinkageTrees archive |
Linking:
Please use the canonical form https://CRAN.R-project.org/package=ShrinkageTrees to link to this page.