stan4bart
Bayesian Additive Regression Trees with Stan-Sampled Parametric Extensions
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>).
Versions across snapshots
| Version | Repository | File | Size |
|---|---|---|---|
0.0-12 |
rolling linux/jammy R-4.5 | stan4bart_0.0-12.tar.gz |
651.6 KiB |
0.0-12 |
rolling linux/noble R-4.5 | stan4bart_0.0-12.tar.gz |
647.6 KiB |
0.0-12 |
rolling source/ R- | stan4bart_0.0-12.tar.gz |
1.3 MiB |
0.0-12 |
latest linux/jammy R-4.5 | stan4bart_0.0-12.tar.gz |
651.6 KiB |
0.0-12 |
latest linux/noble R-4.5 | stan4bart_0.0-12.tar.gz |
647.6 KiB |
0.0-12 |
latest source/ R- | stan4bart_0.0-12.tar.gz |
1.3 MiB |
0.0-12 |
2026-04-26 source/ R- | stan4bart_0.0-12.tar.gz |
1.3 MiB |
0.0-12 |
2026-04-23 source/ R- | stan4bart_0.0-12.tar.gz |
1.3 MiB |
0.0-12 |
2026-04-09 windows/windows R-4.5 | stan4bart_0.0-12.zip |
971.1 KiB |
0.0-10 |
2025-04-20 source/ R- | stan4bart_0.0-10.tar.gz |
1.3 MiB |
Dependencies (latest)
Depends
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
- reformulas