Other packages > Find by keyword >

VCBART  

Fit Varying Coefficient Models with Bayesian Additive Regression Trees
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("VCBART", "1.2.5")



Attach the package and use:
library("VCBART")
Maintained by
Sameer K. Deshpande
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-12-09
Latest Update: 2025-12-09
Description:
Fits linear varying coefficient (VC) models, which assert a linear relationship between an outcome and several covariates but allow that relationship (i.e., the coefficients or slopes in the linear regression) to change as functions of additional variables known as effect modifiers, by approximating the coefficient functions with Bayesian Additive Regression Trees. Implements a Metropolis-within-Gibbs sampler to simulate draws from the posterior over coefficient function evaluations. VC models with independent observations or repeated observations can be fit. For more details see Deshpande et al. (2024) <doi:10.1214/24-BA1470>.
How to cite:
Sameer K. Deshpande (2025). VCBART: Fit Varying Coefficient Models with Bayesian Additive Regression Trees. R package version 1.2.5, https://cran.r-project.org/web/packages/VCBART. Accessed 24 Oct. 2026.
Previous versions and publish date:
(2026-07-09 08:28), 1.2.4 (2025-12-09 17:00)
Other packages that cited VCBART R package
View VCBART citation profile
Other R packages that VCBART depends, imports, suggests or enhances
Complete documentation for VCBART
Functions, R codes and Examples using the VCBART R package
Full VCBART package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

climwin  
Climate Window Analysis
Contains functions to detect and visualise periods of climate sensitivity (climate windows) for a g ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
givitiR  
The GiViTI Calibration Test and Belt
Functions to assess the calibration of logistic regression models with the GiViTI (Gruppo Italiano p ...
Download / Learn more Package Citations See dependency  
gemlog  
File Conversion for "Gem Infrasound Logger"
Reads data files from the 'Gem infrasound logger' for analysis and converts to segy format (which is ...
Download / Learn more Package Citations See dependency  
FDRsampsize  
Compute Sample Size that Meets Requirements for Average Power and FDR
Defines a collection of functions to compute average power and sample size for studies that use the ...
Download / Learn more Package Citations See dependency  
magicfor  
Magic Functions to Obtain Results from for Loops
Magic functions to obtain results from for loops. ...
Download / Learn more Package Citations See dependency  

29,080

R Packages

247,686

Dependencies

77,281

Author Associations

29,081

Publication Badges

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