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dbarts  

Discrete Bayesian Additive Regression Trees Sampler
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("dbarts", "0.9-30")



Attach the package and use:
library("dbarts")
Maintained by
Vincent Dorie
[Scholar Profile | Author Map]
First Published: 2014-07-13
Latest Update: 2023-01-23
Description:
Fits Bayesian additive regression trees (BART; Chipman, George, and McCulloch (2010) ) while allowing the updating of predictors or response so that BART can be incorporated as a conditional model in a Gibbs/Metropolis-Hastings sampler. Also serves as a drop-in replacement for package 'BayesTree'.
How to cite:
Vincent Dorie (2014). dbarts: Discrete Bayesian Additive Regression Trees Sampler. R package version 0.9-30, https://cran.r-project.org/web/packages/dbarts. Accessed 20 Feb. 2025.
Previous versions and publish date:
0.8-2 (2014-07-13 08:15), 0.8-3 (2014-07-14 10:37), 0.8-4 (2014-11-11 10:51), 0.8-5 (2014-11-13 07:57), 0.8-6 (2016-10-31 23:44), 0.8-7 (2016-11-02 19:53), 0.9-0 (2018-03-03 23:37), 0.9-1 (2018-03-05 12:46), 0.9-3 (2018-04-18 09:59), 0.9-4 (2018-07-02 16:50), 0.9-5 (2018-07-07 17:40), 0.9-7 (2018-12-18 17:40), 0.9-8 (2018-12-19 00:11), 0.9-11 (2019-04-20 23:50), 0.9-12 (2019-05-25 01:50), 0.9-13 (2019-09-24 17:40), 0.9-16 (2020-02-19 10:10), 0.9-17 (2020-03-20 16:40), 0.9-18 (2020-06-12 07:40), 0.9-19 (2021-01-05 19:10), 0.9-20 (2021-10-08 09:40), 0.9-22 (2022-03-29 09:30), 0.9-23 (2023-01-23 08:50), 0.9-25 (2023-12-07 19:40), 0.9-26 (2024-02-04 00:10), 0.9-28 (2024-05-02 05:42)
Other packages that cited dbarts R package
View dbarts citation profile
Other R packages that dbarts depends, imports, suggests or enhances
Complete documentation for dbarts
Functions, R codes and Examples using the dbarts R package
Some associated functions: bart . dbarts . dbartsControl . dbartsData . dbartsSampler-class . guessNumCores . makeind . pdbart . rbart . xbart . 
Some associated R codes: A_class.R . bart.R . data.R . dbarts.R . generics.R . guessNumCores.R . hooks.R . model.R . multipleAssignment.R . partialDependence.R . plot.R . plotTree.R . rbart.R . sliceSample.R . utility.R . xbart.R .  Full dbarts package functions and examples
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