Other packages > Find by keyword >

EBcoBART  

Co-Data Learning for Bayesian Additive Regression Trees
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("EBcoBART", "1.1.2")



Attach the package and use:
library("EBcoBART")
Maintained by
Jeroen M. Goedhart
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-09-02
Latest Update: 2025-01-14
Description:
Estimate prior variable weights for Bayesian Additive Regression Trees (BART). These weights correspond to the probabilities of the variables being selected in the splitting rules of the sum-of-trees. Weights are estimated using empirical Bayes and external information on the explanatory variables (co-data). BART models are fitted using the 'dbarts' 'R' package. See Goedhart and others (2023) <doi:10.48550/arXiv.2311.09997> for details.
How to cite:
Jeroen M. Goedhart (2024). EBcoBART: Co-Data Learning for Bayesian Additive Regression Trees. R package version 1.1.2, https://cran.r-project.org/web/packages/EBcoBART. Accessed 17 Jul. 2026.
Previous versions and publish date:
1.0.1 (2024-09-02 23:50), 1.0.2 (2024-09-03 18:00), 1.1.0 (2024-09-26 16:30), 1.1.1 (2025-01-14 17:00), (2026-07-09 08:02)
Other packages that cited EBcoBART R package
View EBcoBART citation profile
Other R packages that EBcoBART depends, imports, suggests or enhances
Complete documentation for EBcoBART
Functions, R codes and Examples using the EBcoBART R package
Full EBcoBART 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  
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  
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  
alabama  
Constrained Nonlinear Optimization
Augmented Lagrangian Adaptive Barrier Minimization Algorithm for optimizing smooth nonlinear object ...
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  
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  

27,806

R Packages

239,283

Dependencies

73,837

Author Associations

27,807

Publication Badges

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