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 17 Jul. 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

VEwaningVariant  
Vaccine Efficacy Over Time - Variant Aware
Implements methods for inference on potential waning of vaccine efficacy and for estimation of vacci ...
Download / Learn more Package Citations See dependency  
FastKNN  
Fast k-Nearest Neighbors
Compute labels for a test set according to the k-Nearest Neighbors classification. This is a fast wa ...
Download / Learn more Package Citations See dependency  
alabama  
Constrained Nonlinear Optimization
Augmented Lagrangian Adaptive Barrier Minimization Algorithm for optimizing smooth nonlinear object ...
Download / Learn more Package Citations See dependency  
VFS  
Vegetated Filter Strip and Erosion Model
Empirical models for runoff, erosion, and phosphorus loss across a vegetated filter strip, given sl ...
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  
rt.test  
Robustified t-Test
Performs one-sample t-test based on robustified statistics using median/MAD (TA) and Hodges-Lehmann/ ...
Download / Learn more Package Citations See dependency  

27,806

R Packages

239,283

Dependencies

74,019

Author Associations

27,807

Publication Badges

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