Other packages > Find by keyword >

stochtree  

Stochastic Tree Ensembles (XBART and BART) for Supervised Learning and Causal Inference
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("stochtree", "0.4.5")



Attach the package and use:
library("stochtree")
Maintained by
Drew Herren
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-02-07
Latest Update: 2025-02-08
Description:
Flexible stochastic tree ensemble software. Robust implementations of Bayesian Additive Regression Trees (BART) Chipman, George, McCulloch (2010) <doi:10.1214/09-AOAS285> for supervised learning and Bayesian Causal Forests (BCF) Hahn, Murray, Carvalho (2020) <doi:10.1214/19-BA1195> for causal inference. Enables model serialization and parallel sampling and provides a low-level interface for custom stochastic forest samplers.
How to cite:
Drew Herren (2025). stochtree: Stochastic Tree Ensembles (XBART and BART) for Supervised Learning and Causal Inference. R package version 0.4.5, https://cran.r-project.org/web/packages/stochtree. Accessed 09 Oct. 2026.
Previous versions and publish date:
(2026-07-09 07:09), 0.1.0 (2025-02-07 11:00), 0.1.1 (2025-02-08 17:20), 0.2.0 (2025-11-22 07:30), 0.2.1 (2025-12-11 23:00), 0.3.0 (2026-01-28 01:50), 0.3.1 (2026-02-12 18:10), 0.4.0 (2026-03-06 09:10), 0.4.2 (2026-04-28 21:30), 0.4.4 (2026-06-09 00:00)
Other packages that cited stochtree R package
View stochtree citation profile
Other R packages that stochtree depends, imports, suggests or enhances
Complete documentation for stochtree
Functions, R codes and Examples using the stochtree R package
Full stochtree package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

binovisualfields  
Depth-Dependent Binocular Visual Fields Simulation
Simulation and visualization depth-dependent integrated visual fields. Visual fields are measured mo ...
Download / Learn more Package Citations See dependency  
githubinstall  
A Helpful Way to Install R Packages Hosted on GitHub
Provides an helpful way to install packages hosted on GitHub. ...
Download / Learn more Package Citations See dependency  
separationplot  
Separation Plots
Visual representations of model fit or predictive success in the form of "separation plots." See Gr ...
Download / Learn more Package Citations See dependency  
baffle  
Make Waffle Plots with Base Graphics
Waffle plots are rectangular pie charts that represent a quantity or abundances using colored squar ...
Download / Learn more Package Citations See dependency  
TRMF  
Temporally Regularized Matrix Factorization
Functions to estimate temporally regularized matrix factorizations (TRMF) for forecasting and imputi ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  

28,989

R Packages

247,686

Dependencies

76,495

Author Associations

28,990

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA