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]
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 01 May. 2025.
Previous versions and publish date:
No previous versions
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
04/0104/0204/0304/0404/0504/0604/0704/0804/0904/1004/1104/1204/1304/1404/1504/1604/1704/1804/1904/2004/2104/2204/2304/2404/2504/2604/2704/2804/2904/30Downloads for iBART24681012141618TrendBars

Today's Hot Picks in Authors and Packages

pander  
An R 'Pandoc' Writer
Contains some functions catching all messages, 'stdout' and other useful information while evaluati ...
Download / Learn more Package Citations See dependency  
dsm  
Density Surface Modelling of Distance Sampling Data
Density surface modelling of line transect data. A Generalized Additive Model-based approach is use ...
Download / Learn more Package Citations See dependency  
representr  
Create Representative Records After Entity Resolution
An implementation of Kaplan, Betancourt, Steorts (2022) that cre ...
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  
fbar  
An Extensible Approach to Flux Balance Analysis
A toolkit for Flux Balance Analysis and related metabolic modeling techniques. Functions are provid ...
Download / Learn more Package Citations See dependency  
geofabrik  
Downloading Open Street Map Data
Download OpenStreetMap data from geofabrik servers httpsdownload.geofabrik.de. This approach usesonl ...
Download / Learn more Package Citations See dependency  

24,142

R Packages

207,311

Dependencies

65,176

Author Associations

24,143

Publication Badges

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