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DESCRIPTION
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Package: stochtree
Title: Stochastic Tree Ensembles (XBART and BART) for Supervised
Learning and Causal Inference
Version: 0.1.1
Authors@R:
c(
person("Drew", "Herren", email = "[email protected]", role = c("aut", "cre"), comment = c(ORCID = "0000-0003-4109-6611")),
person("Richard", "Hahn", role = "aut"),
person("Jared", "Murray", role = "aut"),
person("Carlos", "Carvalho", role = "aut"),
person("Jingyu", "He", role = "aut"),
person("Pedro", "Lima", role = "ctb"),
person("stochtree", "contributors", role = c("cph")),
person("Eigen", "contributors", role = c("cph"), comment = "C++ source uses the Eigen library for matrix operations, see inst/COPYRIGHTS"),
person("xgboost", "contributors", role = c("cph"), comment = "C++ tree code and related operations include or are inspired by code from the xgboost library, see inst/COPYRIGHTS"),
person("treelite", "contributors", role = c("cph"), comment = "C++ tree code and related operations include or are inspired by code from the treelite library, see inst/COPYRIGHTS"),
person("Microsoft", "Corporation", role = c("cph"), comment = "C++ I/O and various project structure code include or are inspired by code from the LightGBM library, which is a copyright of Microsoft, see inst/COPYRIGHTS"),
person("Niels", "Lohmann", role = c("cph"), comment = "C++ source uses the JSON for Modern C++ library for JSON operations, see inst/COPYRIGHTS"),
person("Daniel", "Lemire", role = c("cph"), comment = "C++ source uses the fast_double_parser library internally, see inst/COPYRIGHTS"),
person("Victor", "Zverovich", role = c("cph"), comment = "C++ source uses the fmt library internally, see inst/COPYRIGHTS")
)
Copyright: Copyright details for stochtree's C++ dependencies, which
are vendored along with the core stochtree source code, are
detailed in inst/COPYRIGHTS
Description: Flexible stochastic tree ensemble software.
Robust implementations of Bayesian Additive Regression Trees (BART)
Chipman, George, McCulloch (2010) <doi:10.1214/09-AOAS285>
for supervised learning and Bayesian Causal Forests (BCF)
Hahn, Murray, Carvalho (2020) <doi:10.1214/19-BA1195>
for causal inference. Enables model serialization and parallel sampling
and provides a low-level interface for custom stochastic forest samplers.
License: MIT + file LICENSE
Encoding: UTF-8
RoxygenNote: 7.3.2
LinkingTo: cpp11, BH
Suggests: testthat (>= 3.0.0),
SystemRequirements: C++17
Imports: R6, stats
URL: https://stochtree.ai/, https://github.com/StochasticTree/stochtree
BugReports: https://github.com/StochasticTree/stochtree/issues
Config/testthat/edition: 3
NeedsCompilation: yes
Packaged: 2025-02-08 07:14:14 UTC; drew
Author: Drew Herren [aut, cre] (<https://orcid.org/0000-0003-4109-6611>),
Richard Hahn [aut],
Jared Murray [aut],
Carlos Carvalho [aut],
Jingyu He [aut],
Pedro Lima [ctb],
stochtree contributors [cph],
Eigen contributors [cph] (C++ source uses the Eigen library for matrix
operations, see inst/COPYRIGHTS),
xgboost contributors [cph] (C++ tree code and related operations
include or are inspired by code from the xgboost library, see
inst/COPYRIGHTS),
treelite contributors [cph] (C++ tree code and related operations
include or are inspired by code from the treelite library, see
inst/COPYRIGHTS),
Microsoft Corporation [cph] (C++ I/O and various project structure code
include or are inspired by code from the LightGBM library, which is
a copyright of Microsoft, see inst/COPYRIGHTS),
Niels Lohmann [cph] (C++ source uses the JSON for Modern C++ library
for JSON operations, see inst/COPYRIGHTS),
Daniel Lemire [cph] (C++ source uses the fast_double_parser library
internally, see inst/COPYRIGHTS),
Victor Zverovich [cph] (C++ source uses the fmt library internally, see
inst/COPYRIGHTS)
Maintainer: Drew Herren <[email protected]>
Repository: CRAN
Date/Publication: 2025-02-08 16:20:02 UTC