stochtree
Stochastic Tree Ensembles (XBART and BART) for Supervised Learning and Causal Inference
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.
- Version0.1.1
- R versionunknown
- LicenseMIT
- Needs compilation?Yes
- Last release02/08/2025
Documentation
Team
Drew Herren
MaintainerShow author detailsCarlos Carvalho
Show author detailsRolesAuthorMicrosoft Corporation
Show author detailsRolesCopyright holderRichard Hahn
Show author detailsRolesAuthorVictor Zverovich
Show author detailsRolesCopyright holdertreelite contributors
Show author detailsRolesCopyright holderstochtree contributors
Show author detailsRolesCopyright holderPedro Lima
Show author detailsRolesContributorxgboost contributors
Show author detailsRolesCopyright holderEigen contributors
Show author detailsRolesCopyright holderDaniel Lemire
Show author detailsRolesCopyright holderJared Murray
Show author detailsRolesAuthorNiels Lohmann
Show author detailsRolesCopyright holderJingyu He
Show author detailsRolesAuthor
Insights
Last 30 days
The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.
Last 365 days
The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.
Data provided by CRAN
Binaries
Dependencies
- Imports1 package
- Suggests1 package
- Linking To2 packages