BATTS: Boosting and Bayesian Additive Trees for Two-Sample Comparison
Implements boosting and Bayesian additive tree methods for
two-sample comparison through density ratio estimation, following
Awaya, Xu, and Ma (2025) <doi:10.48550/arXiv.2508.03059>. The package
supports both point estimation and uncertainty quantification via
Bayesian additive tree ensembles.
| Version: |
0.4.0 |
| Depends: |
R (≥ 4.0.0) |
| Imports: |
graphics, Rcpp, stats |
| LinkingTo: |
Rcpp, RcppArmadillo |
| Suggests: |
ggplot2, knitr, mvtnorm, rmarkdown, scales |
| Published: |
2026-11-13 |
| DOI: |
10.32614/CRAN.package.BATTS (may not be active yet) |
| Author: |
Naoki Awaya [aut, cre, cph],
Yuliang Xu [aut, cph],
Li Ma [aut, cph] |
| Maintainer: |
Naoki Awaya <nawaya at waseda.jp> |
| BugReports: |
https://github.com/nawaya040/BATTS/issues |
| License: |
MIT + file LICENSE |
| URL: |
https://github.com/nawaya040/BATTS/tree/cran/dev,
https://arxiv.org/abs/2508.03059 |
| NeedsCompilation: |
yes |
| SystemRequirements: |
C++17 |
| Citation: |
BATTS citation info |
| Materials: |
README, NEWS |
| CRAN checks: |
BATTS results |
Documentation:
Downloads:
Linking:
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