Other packages > Find by keyword >

stan4bart  

Bayesian Additive Regression Trees with Stan-Sampled Parametric Extensions
View on CRAN: Click here


Download and install stan4bart package within the R console
Install from CRAN:
install.packages("stan4bart")

Install from Github:
library("remotes")
install_github("cran/stan4bart")

Install by package version:
library("remotes")
install_version("stan4bart", "0.0-11")



Attach the package and use:
library("stan4bart")
Maintained by
Vincent Dorie
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-11-22
Latest Update: 2024-09-04
Description:
Fits semiparametric linear and multilevel models with non-parametric additive Bayesian additive regression tree (BART; Chipman, George, and McCulloch (2010) <doi:10.1214/09-AOAS285>) components and Stan (Stan Development Team (2021) <https://mc-stan.org/>) sampled parametric ones. Multilevel models can be expressed using 'lme4' syntax (Bates, Maechler, Bolker, and Walker (2015) <doi:10.18637/jss.v067.i01>).
How to cite:
Vincent Dorie (2021). stan4bart: Bayesian Additive Regression Trees with Stan-Sampled Parametric Extensions. R package version 0.0-11, https://cran.r-project.org/web/packages/stan4bart. Accessed 07 Aug. 2026.
Previous versions and publish date:
(2026-07-09 07:09), 0.0-1 (2021-11-22 10:50), 0.0-2 (2021-12-06 18:10), 0.0-3 (2022-04-01 00:40), 0.0-5 (2023-01-23 20:40), 0.0-6 (2023-02-03 14:10), 0.0-7 (2023-12-08 15:10), 0.0-8 (2024-05-17 17:00), 0.0-10 (2024-09-04 18:50), 0.0-11 (2025-12-04 17:30)
Other packages that cited stan4bart R package
View stan4bart citation profile
Other R packages that stan4bart depends, imports, suggests or enhances
Complete documentation for stan4bart
Functions, R codes and Examples using the stan4bart R package
Some associated functions: generics . stan4bart . 
Some associated R codes: generics.R . hooks.R . lme4_functions.R . misc.R . priors.R . rstanarm_functions.R . stan4bart.R . stan4bart_fit.R . test_data.R .  Full stan4bart package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
bbricks  
Bayesian Methods and Graphical Model Structures for Statistical Modeling
A set of frequently used Bayesian parametric and nonparametric model structures, as well as a set of ...
Download / Learn more Package Citations See dependency  
enrichwith  
Methods to Enrich R Objects with Extra Components
Provides the "enrich" method to enrich list-like R objects with new, relevant components. The curren ...
Download / Learn more Package Citations See dependency  
BayesESS  
Determining Effective Sample Size
Determines effective sample size of a parametric prior distribution in Bayesian models. For a web-b ...
Download / Learn more Package Citations See dependency  
modelwordcloud  
Model Word Clouds
Makes a word cloud of text, sized by the frequency of the word, and colored either by user-specified ...
Download / Learn more Package Citations See dependency  

28,083

R Packages

239,283

Dependencies

74,457

Author Associations

28,084

Publication Badges

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