Other packages > Find by keyword >

flexBART  

A More Flexible BART Model
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("flexBART", "2.0.3")



Attach the package and use:
library("flexBART")
Maintained by
Sameer K. Deshpande
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-02-12
Latest Update: 2026-02-12
Description:
Implements a faster and more expressive version of Bayesian Additive Regression Trees that, at a high level, approximates unknown functions as a weighted sum of binary regression tree ensembles. Supports fitting (generalized) linear varying coefficient models that posits a linear relationship between the inverse link and some covariates but allows that relationship to change as a function of other covariates. Additionally supports fitting heteroscedastic BART models, in which both the mean and log-variance are approximated with separate regression tree ensembles. A formula interface allows for different splitting variables to be used in each ensemble. For more details see Deshpande (2025) <doi:10.1080/10618600.2024.2431072> and Deshpande et al. (2024) <doi:10.1214/24-BA1470>.
How to cite:
Sameer K. Deshpande (2026). flexBART: A More Flexible BART Model. R package version 2.0.3, https://cran.r-project.org/web/packages/flexBART. Accessed 15 Mar. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited flexBART R package
View flexBART citation profile
Other R packages that flexBART depends, imports, suggests or enhances
Complete documentation for flexBART
Functions, R codes and Examples using the flexBART R package
Full flexBART package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

IDSL.MXP  
Parser for mzML, mzXML, and netCDF Files (Mass Spectrometry Data)
A tiny parser to extract mass spectra data and metadata table of mass spectrometry acquisition prope ...
Download / Learn more Package Citations See dependency  
seas  
Seasonal Analysis and Graphics, Especially for Climatology
Capable of deriving seasonal statistics, such as "normals", and analysis of seasonal data, such as ...
Download / Learn more Package Citations See dependency  
ramify  
Additional Matrix Functionality
Additional matrix functionality for R including: (1) wrappers for the base matrix function that all ...
Download / Learn more Package Citations See dependency  
datana  
Datasets and Functions to Accompany Analisis De Datos Con R
Datasets and Functions to Accompany Salas-Eljatib (2021, ISBN: 9789566086109) "Analisis de datos co ...
Download / Learn more Package Citations See dependency  
ATAforecasting  
Automatic Time Series Analysis and Forecasting using the Ata Method
The Ata method (Yapar et al. (2019) ), an alternative to exponential smoo ...
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  

26,352

R Packages

225,784

Dependencies

70,526

Author Associations

26,294

Publication Badges

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