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_1.2.0.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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