dbarts: Discrete Bayesian Additive Regression Trees Sampler

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'.

Getting started

Package details

AuthorVincent Dorie [aut, cre] (<https://orcid.org/0000-0002-9576-3064>), 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, <https://orcid.org/0000-0001-7327-4967>), 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, <https://orcid.org/0000-0002-5220-1985>), Daniel Richard G. [ctb] (ax_pthread.m4)
MaintainerVincent Dorie <vdorie@gmail.com>
LicenseGPL (>= 2)
Version0.9-18
URL https://github.com/vdorie/dbarts
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("dbarts")

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dbarts documentation built on July 1, 2020, 5:45 p.m.