Other packages > Find by keyword >

ridgeBART  

Bayesian Additive Regression Trees with Ridge Function Outputs
View on CRAN: Click here


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

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

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



Attach the package and use:
library("ridgeBART")
Maintained by
Sameer K. Deshpande
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-05-27
Latest Update: 2026-05-27
Description:
Implements an extension of Bayesian Additive Regression Trees (BART) in which each regression tree outputs a linear combination of random ridge functions (i.e., a composition of a non-linear function like cosine, hyperbolic tangent, the rectified linear unit with an affine transformation) instead of a constant. Can be used to perform "targeted smoothing" in which trees split on certain covariates but output smooth functions in other covariates. For more information, see Yee, Ghosh, and Deshpande (2026+) <doi:10.48550/arXiv.2411.07984>.
How to cite:
Sameer K. Deshpande (2026). ridgeBART: Bayesian Additive Regression Trees with Ridge Function Outputs. R package version 1.0.2, https://cran.r-project.org/web/packages/ridgeBART. Accessed 07 Aug. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited ridgeBART R package
View ridgeBART citation profile
Other R packages that ridgeBART depends, imports, suggests or enhances
Complete documentation for ridgeBART
Functions, R codes and Examples using the ridgeBART R package
Full ridgeBART package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

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  
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  

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