CRAN/E | dbarts

dbarts

Discrete Bayesian Additive Regression Trees Sampler

Installation

About

Fits Bayesian additive regression trees (BART; Chipman, George, and McCulloch (2010) doi:10.1214/09-AOAS285) 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'.

Citation dbarts citation info
github.com/vdorie/dbarts
Bug report File report

Key Metrics

Version 0.9-26
R ≥ 3.1-0
Published 2024-02-03 85 days ago
Needs compilation? yes
License GPL-2
License GPL-3
CRAN checks dbarts results

Downloads

Yesterday 68 -69%
Last 7 days 893 +40%
Last 30 days 2.897 -1%
Last 90 days 9.399 -22%
Last 365 days 43.021 -22%

Maintainer

Maintainer

Vincent Dorie

vdorie@gmail.com

Authors

Vincent Dorie

aut / cre

Hugh Chipman

aut

Robert McCulloch

aut

Armon Dadgar

ctb

(adaptive radix tree)

R Core Team

ctb

(basis of RNG)

Guido U Draheim

ctb

(ax_check_compile_flag.m4)

Maarten Bosmans

ctb

(ax_check_compile_flag.m4)

Christophe Tournayre

ctb

(ax_compiler_ext.m4, ax_ext.m4)

Michael Petch

ctb

(ax_compiler_ext.m4, ax_ext.m4, ax_gcc_x86_avx_xgetbv.m4, ax_gcc_x86_cpuid.m4)

Rafael de Lucena Valle

ctb

(ax_compiler_ext.m4, ax_ext.m4)

Steven G. Johnson

ctb

(ax_compiler_vendor.m4, ax_gcc_x86_cpuid.m4, ax_pthread.m4)

Matteo Frigo

ctb

(ax_compiler_vendor.m4, ax_gcc_x86_cpuid.m4)

John Zaitseff

ctb

(ax_compiler_vendor.m4)

Todd Veldhuizen

ctb

(ax_cxx_namespace_std.m4)

Luc Maisonobe

ctb

(ax_cxx_namespace_std.m4)

Scott Pakin

ctb

(ax_func_posix_memalign.m4)

Daniel Richard G.

ctb

(ax_pthread.m4)

Material

NEWS
Reference manual
Package source

In Views

Bayesian

Vignettes

Building a Gibbs Sampler with dbarts
Working with dbarts Saved Trees

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

dbarts archive

Depends

R ≥ 3.1-0

Imports

stats
methods
graphics
parallel

Suggests

testthat ≥ 0.9-0
knitr
rmarkdown

Reverse Depends

stan4bart

Reverse Imports

bartCause
countSTAR
voi

Reverse Suggests

butcher
marginaleffects
MatchIt
mcmcsae
tidyAML
tmle
WeightIt

Reverse LinkingTo

stan4bart