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ShrinkageTrees  

Regression Trees with Shrinkage Priors
View on CRAN: Click here


Download and install ShrinkageTrees package within the R console
Install from CRAN:
install.packages("ShrinkageTrees")

Install from Github:
library("remotes")
install_github("cran/ShrinkageTrees")

Install by package version:
library("remotes")
install_version("ShrinkageTrees", "1.0.2")



Attach the package and use:
library("ShrinkageTrees")
Maintained by
Tijn Jacobs
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-07-21
Latest Update: 2025-07-21
Description:
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.
How to cite:
Tijn Jacobs (2025). ShrinkageTrees: Regression Trees with Shrinkage Priors. R package version 1.0.2, https://cran.r-project.org/web/packages/ShrinkageTrees. Accessed 04 Jul. 2026.
Previous versions and publish date:
1.0.0 (2025-07-21 11:10), 1.0.2 (2025-10-06 11:30), 1.2.0 (2026-02-26 23:10)
Other packages that cited ShrinkageTrees R package
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Other R packages that ShrinkageTrees depends, imports, suggests or enhances
Complete documentation for ShrinkageTrees
Functions, R codes and Examples using the ShrinkageTrees R package
Full ShrinkageTrees package functions and examples
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