Other packages > Find by keyword >

bartXViz  

Visualization of BART and BARP using SHAP
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("bartXViz", "1.0.9")



Attach the package and use:
library("bartXViz")
Maintained by
Dong-eun Lee
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-04-28
Latest Update: 2025-07-28
Description:
The contribution of variables in Bayesian Additive Regression Trees (BART) and Bayesian Additive Regression Trees with Post-Stratification (BARP) models is computed using permutation-based Shapley values. The computed SHAP values are then utilized to visualize the contribution of each variable through various plots. The computation of SHAP values for most models follows the methodology proposed by Strumbel and Kononenko (2014) <doi:10.1007/s10115-013-0679-x>, while for XGBoost, the approach introduced by Lundberg et al. (2020) <doi:10.1038/s42256-019-0138-9> was also considered. The BART model was referenced based on the works of Chipman, George, and McCulloch (2010) <doi:10.1214/09-AOAS285> and Kapelner and Bleich (2013) <doi:10.18637/jss.v070.i04>, while the methodology for the BARP model was based on Bisbee (2019) <doi:10.1017/S0003055419000480>.
How to cite:
Dong-eun Lee (2025). bartXViz: Visualization of BART and BARP using SHAP. R package version 1.0.9, https://cran.r-project.org/web/packages/bartXViz. Accessed 16 Jul. 2026.
Previous versions and publish date:
(2026-07-09 07:20), 1.0.3 (2025-04-28 19:40), 1.0.5 (2025-06-24 15:30), 1.0.6 (2025-07-19 04:30), 1.0.8 (2025-07-28 13:50), 1.0.9 (2025-12-21 10:00)
Other packages that cited bartXViz R package
View bartXViz citation profile
Other R packages that bartXViz depends, imports, suggests or enhances
Complete documentation for bartXViz
Functions, R codes and Examples using the bartXViz R package
Full bartXViz package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

schoolmath  
Functions and Datasets for Math Used in School
Contains functions and datasets for math taught in school. A main focus is set to prime-calculation. ...
Download / Learn more Package Citations See dependency  
wordnet  
WordNet Interface
An interface to WordNet using the Jawbone Java API to WordNet. WordNet (< ...
Download / Learn more Package Citations See dependency  
bbdetection  
Identification of Bull and Bear States of the Market
Implements two algorithms of detecting Bull and Bear markets in stock prices: the algorithm of Pagan ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
stevedata  
Steve's Toy Data for Teaching About a Variety of Methodological, Social, and Political Topics
This is a collection of various kinds of data with broad uses for teaching. My students, and academ ...
Download / Learn more Package Citations See dependency  
Rnmr1D  
Perform the Complete Processing of a Set of Proton Nuclear Magnetic Resonance Spectra
Perform the complete processing of a set of proton nuclear magnetic resonance spectra from the free ...
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