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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: 1.0.0
Depends: R (≥ 3.5.0)
Imports: Rcpp
LinkingTo: Rcpp (≥ 1.0.11)
Suggests: survival, afthd, testthat (≥ 3.0.0)
Published: 2025-07-21
DOI: 10.32614/CRAN.package.ShrinkageTrees
Author: Tijn Jacobs ORCID iD [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_1.0.0.tar.gz
Windows binaries: r-devel: ShrinkageTrees_1.0.0.zip, r-release: ShrinkageTrees_1.0.0.zip, r-oldrel: ShrinkageTrees_1.0.0.zip
macOS binaries: r-release (arm64): ShrinkageTrees_1.0.0.tgz, r-oldrel (arm64): ShrinkageTrees_1.0.0.tgz, r-release (x86_64): ShrinkageTrees_1.0.0.tgz, r-oldrel (x86_64): ShrinkageTrees_1.0.0.tgz

Linking:

Please use the canonical form https://CRAN.R-project.org/package=ShrinkageTrees to link to this page.

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.