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 27 Jun. 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

assert  
Validate Function Arguments
Lightweight validation tool for checking function arguments and validating data analysis scripts. T ...
Download / Learn more Package Citations See dependency  
AzureKeyVault  
Key and Secret Management in 'Azure'
Manage keys, certificates, secrets, and storage accounts in Microsoft's 'Key Vault' service: ...
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  
AHSurv  
Flexible Parametric Accelerated Hazards Models
Flexible parametric Accelerated Hazards (AH) regression models in overall and relative survival fram ...
Download / Learn more Package Citations See dependency  
PeakSegOptimal  
Optimal Segmentation Subject to Up-Down Constraints
Computes optimal changepoint models using the Poisson likelihood for non-negative count data, subj ...
Download / Learn more Package Citations See dependency  

27,535

R Packages

236,180

Dependencies

73,487

Author Associations

27,536

Publication Badges

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