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DESCRIPTION
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DESCRIPTION
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Package: stan4bart
Version: 0.0-7
Date: 2023-12-04
Title: Bayesian Additive Regression Trees with Stan-Sampled Parametric Extensions
Authors@R: c(
person("Vincent", "Dorie", role = c("aut", "cre"), email = "vdorie@gmail.com", comment = c(ORCID = "0000-0002-9576-3064")),
person("Ben", "Goodrich", role = "ctb", email = "benjamin.goodrich@columbia.edu", comment = "rstanarm_functions.R, StanHeaders"),
person("Jonah", "Gabry", role = "ctb", email = "jsg2201@columbia.edu", comment = "rstanarm_functions.R, StanHeaders"),
person("Imad", "Ali", role = "ctb", comment = "rstanarm_functions.R"),
person("Sam", "Brilleman", role = "ctb", comment = "rstanarm_functions.R"),
person("Paul-Christian", "Burkner", role = "ctb", email = "paul.buerkner@gmail.com", comment = c("rstanarm_functions.R", ORCID = "0000-0001-5765-8995")),
person("Joshua", "Pritikin", role = "ctb", comment = c("StanHeaders", ORCID = "0000-0002-9862-5484")),
person("Andrew", "Gelman", role = "ctb", comment = c("StanHeaders", ORCID = "0000-0002-6975-2601")),
person("Bob", "Carpenter", role = "ctb", comment = "StanHeaders"),
person("Matt", "Hoffman", role = "ctb", comment = "StanHeaders"),
person("Daniel", "Lee", role = "ctb", comment = "StanHeaders"),
person("Michael", "Betancourt", role = "ctb", comment = c("StanHeaders", ORCID = "0000-0002-2900-0931")),
person("Marcus", "Brubaker", role = "ctb", comment = c("StanHeaders", ORCID = "0000-0002-7892-9026")),
person("Jiqiang", "Guo", role = "ctb", comment = "StanHeaders"),
person("Peter", "Li", role = "ctb", comment = "StanHeaders"),
person("Allen", "Riddell", role = "ctb", comment = "StanHeaders"),
person("Marco", "Inacio", role = "ctb", comment = c("StanHeaders", ORCID = "0000-0002-6865-5404")),
person("Mitzi", "Morris", role = "ctb", comment = "StanHeaders"),
person("Jeffrey", "Arnold", role = "ctb", comment = c("StanHeaders", ORCID = "0000-0001-9953-3904")),
person("Rob", "Goedman", role = "ctb", comment = "StanHeaders"),
person("Brian", "Lau", role = "ctb", comment = "StanHeaders"),
person("Rob", "Trangucci", role = "ctb", comment = "StanHeaders"),
person("Alp", "Kucukelbir", role = "ctb", comment = "StanHeaders"),
person("Robert", "Grant", role = "ctb", comment = "StanHeaders"),
person("Dustin", "Tran", role = "ctb", comment = "StanHeaders"),
person("Michael", "Malecki", role = "ctb", comment = "StanHeaders"),
person("Yuanjun", "Gao", role = "ctb", comment = "StanHeaders"),
person("Trustees of", "Columbia University", role = "cph", comment = "rstanarm_functions.R, StanHeaders"),
person("Lawrence Livermore", "National Security", role = "cph", comment = "CVODES"),
person("The Regents of the", "University of California", role = "cph", comment = "CVODES"),
person("Southern Methodist", "University", role = "cph", comment = "CVODES"),
person("Douglas", "Bates", role = "ctb", comment = c("lme4_functions.R", ORCID = "0000-0001-8316-9503")),
person("Martin", "Maechler", role = "ctb", comment = c("lme4_functions.R", ORCID = "0000-0002-8685-9910")),
person("Ben", "Bolker", role = "ctb", comment = c("lme4_functions.R", ORCID = "0000-0002-2127-0443")),
person("Steve", "Walker", role = "ctb", comment = c("lme4_functions.R", ORCID = "0000-0002-4394-9078")),
person("Armon", "Dadgar", role = "ctb", comment = "adaptive radix tree"),
person("Bothner", "Per", role = "ctb", comment = "config.guess"),
person("Elliston", "Ben", role = "ctb", comment = "config.guess"),
person("Free Software", "Foundation", role = "cph", comment = "config.sub"),
person("Guido U", "Draheim", role = "ctb", comment = "ax_check_compile_flag.m4"),
person("Maarten", "Bosmans", role = "ctb", comment = "ax_check_compile_flag.m4"),
person("Christophe", "Tournayre", role = "ctb", comment = "ax_ext.m4"),
person("Michael", "Petch", role = "ctb", comment = "ax_ext.m4, ax_gcc_x86_avx_xgetbv.m4, ax_gcc_x86_cpuid.m4"),
person("Rafael", "de Lucena Valle", role = "ctb", comment = "ax_ext.m4"),
person("Steven G.", "Johnson", role = "ctb", comment = c("ax_gcc_x86_cpuid.m4", ORCID = "0000-0001-7327-4967")),
person("Matteo", "Frigo", role = "ctb", comment = "ax_gcc_x86_cpuid.m4"),
person("Scott", "Pakin", role = "ctb", comment = c("ax_func_posix_memalign.m4", ORCID = "0000-0002-5220-1985")))
Depends:
R (>= 3.5-0),
methods,
dbarts (>= 0.9-21)
Imports:
stats,
Matrix,
parallel,
RcppParallel (>= 5.1.1)
LinkingTo:
BH (>= 1.72.0.3),
Rcpp (>= 1.0.5),
RcppEigen (>= 0.3.3.7.0),
RcppParallel (>= 5.1.1),
dbarts (>= 0.9-20)
Suggests:
testthat (>= 2.0-0),
lme4
Description: Fits semiparametric linear and multilevel models with non-parametric additive Bayesian additive regression tree (BART; Chipman, George, and McCulloch (2010) <doi:10.1214/09-AOAS285>) components and Stan (Stan Development Team (2021) <https://mc-stan.org/>) sampled parametric ones. Multilevel models can be expressed using 'lme4' syntax (Bates, Maechler, Bolker, and Walker (2015) <doi:10.18637/jss.v067.i01>).
License: GPL (>= 3)
NeedsCompilation: true
Biarch: true
UseLTO: true
URL: https://github.com/vdorie/stan4bart
BugReports: https://github.com/vdorie/stan4bart/issues