Other packages > Find by keyword >

iBART  

Iterative Bayesian Additive Regression Trees Descriptor Selection Method
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("iBART", "1.0.0")



Attach the package and use:
library("iBART")
Maintained by
Shengbin Ye
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-11-14
Latest Update: 2023-11-14
Description:
A statistical method based on Bayesian Additive Regression Trees with Global Standard Error Permutation Test (BART-G.SE) for descriptor selection and symbolic regression. It finds the symbolic formula of the regression function y=f(x) as described in Ye, Senftle, and Li (2023) .
How to cite:
Shengbin Ye (2023). iBART: Iterative Bayesian Additive Regression Trees Descriptor Selection Method. R package version 1.0.0, https://cran.r-project.org/web/packages/iBART. Accessed 02 Sep. 2026.
Previous versions and publish date:
(2026-07-09 07:48), 1.0.0 (2023-11-14 18:40)
Other packages that cited iBART R package
View iBART citation profile
Other R packages that iBART depends, imports, suggests or enhances
Complete documentation for iBART
Functions, R codes and Examples using the iBART R package
Some associated functions: catalysis . generate_unit . iBART . iBART_real_data . iBART_sim . k_var_model . 
Some associated R codes: BART_iter.R . LASSO.R . L_zero_regression.R . data.R . descriptorGenerator.R . generate_unit.R . iBART.R . operations.R . utilis.R .  Full iBART package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

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  
ggsci  
Scientific Journal and Sci-Fi Themed Color Palettes for 'ggplot2'
A collection of 'ggplot2' color palettes inspired by plots in scientific journals, data visualizati ...
Download / Learn more Package Citations See dependency  
VIM  
Visualization and Imputation of Missing Values
New tools for the visualization of missing and/or imputed values are introduced, which can be used f ...
Download / Learn more Package Citations See dependency  
recmap  
Compute the Rectangular Statistical Cartogram
Implements the RecMap MP2 construction heuristic . This algorithm draw ...
Download / Learn more Package Citations See dependency  
multicmp  
Flexible Modeling of Multivariate Count Data via the Multivariate Conway-Maxwell-Poisson Distribution
A toolkit containing statistical analysis models motivated by multivariate forms of the Conway-Maxwe ...
Download / Learn more Package Citations See dependency  

28,437

R Packages

239,283

Dependencies

75,283

Author Associations

28,438

Publication Badges

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