Discrete Bayesian Additive Regression Trees Sampler

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'.


Reference manual

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install.packages("dbarts")

0.9-34 by Vincent Dorie, a month ago


https://github.com/vdorie/dbarts


Report a bug at https://github.com/vdorie/dbarts/issues


Browse source code at https://github.com/cran/dbarts


Authors: Vincent Dorie [aut, cre] (ORCID: , 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 , ORCID: , 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 , ORCID: , Daniel Richard G. [ctb] (ax_pthread.m4)


Documentation:   PDF Manual  


GPL (>= 2) license


Imports stats, methods, graphics, parallel

Suggests knitr, rmarkdown, tinytest


Imported by EBcoBART, bartCause, bartMan, bartXViz, funcml, glossa, nlfh, riAFTBART, tidytreatment, voi.

Depended on by stan4bart.

Suggested by CausalState, MatchIt, WeightIt, adrftools, bundle, butcher, countSTAR, insight, lorax, marginaleffects, mcmcsae, orbital, tidyAML, tidypredict, tmle, twoStageDesignTMLE.


See at CRAN