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'.
Version: | 0.9-18 |
Depends: | R (≥ 3.1-0) |
Imports: | stats, methods, graphics, parallel |
Suggests: | testthat (≥ 0.9-0) |
Published: | 2020-06-12 |
Author: | 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) |
Maintainer: | Vincent Dorie <vdorie at gmail.com> |
BugReports: | https://github.com/vdorie/dbarts/issues |
License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
URL: | https://github.com/vdorie/dbarts |
NeedsCompilation: | yes |
Citation: | dbarts citation info |
Materials: | NEWS |
CRAN checks: | dbarts results |
Reference manual: | dbarts.pdf |
Package source: | dbarts_0.9-18.tar.gz |
Windows binaries: | r-devel: dbarts_0.9-18.zip, r-release: dbarts_0.9-18.zip, r-oldrel: dbarts_0.9-18.zip |
macOS binaries: | r-release: dbarts_0.9-18.tgz, r-oldrel: dbarts_0.9-18.tgz |
Old sources: | dbarts archive |
Reverse imports: | bartCause, CIMTx |
Reverse suggests: | tmle |
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