Learn R Programming

dbarts (version 0.9-32)

Discrete Bayesian Additive Regression Trees Sampler

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'.

Copy Link

Version

Install

install.packages('dbarts')

Monthly Downloads

3,383

Version

0.9-32

License

GPL (>= 2)

Issues

38

Pull Requests

0

Stars

58

Forks

23

Maintainer

Vincent Dorie Developer

Last Published

April 2nd, 2025

Functions in dbarts (0.9-32)

dbartsSampler-class

Class "dbartsSampler" of Discrete Bayesian Additive Regression Trees Sampler
pdbart

Partial Dependence Plots for BART
dbartsData

Discrete Bayesian Additive Regression Trees Sampler Data
rbart

Bayesian Additive Regression Trees with Random Effects
guessNumCores

Guess Number of Cores
xbart

Crossvalidation For Bayesian Additive Regression Trees
dbarts

Discrete Bayesian Additive Regression Trees Sampler
makeModelMatrixFromDataFrame

Make Model Matrix from Data Frame
dbartsControl

Discrete Bayesian Additive Regression Trees Sampler Control
bart

Bayesian Additive Regression Trees