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dbarts (version 0.9-26)

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'.

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Version

Install

install.packages('dbarts')

Monthly Downloads

3,214

Version

0.9-26

License

GPL (>= 2)

Issues

38

Pull Requests

0

Stars

56

Forks

20

Maintainer

Vincent Dorie Developer

Last Published

February 3rd, 2024

Functions in dbarts (0.9-26)

makeModelMatrixFromDataFrame

Make Model Matrix from Data Frame
dbartsControl

Discrete Bayesian Additive Regression Trees Sampler Control
pdbart

Partial Dependence Plots for BART
dbartsSampler-class

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

Guess Number of Cores
dbartsData

Discrete Bayesian Additive Regression Trees Sampler Data
rbart

Bayesian Additive Regression Trees with Random Effects
bart

Bayesian Additive Regression Trees
dbarts

Discrete Bayesian Additive Regression Trees Sampler
xbart

Crossvalidation For Bayesian Additive Regression Trees