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Performs (Adaptive) Boosting Trees for Poisson distributed response variables, using log-link function. The code approach is similar to the one used in 'gbm'/'gbm3'. Moreover, each tree in the expansion is built thanks to the 'rpart' package. This package is based on following books and articles Denuit, M., Hainaut, D., Trufin, J. (2019) <doi:10.1007/978-3-030-25820-7> Denuit, M., Hainaut, D., Trufin, J. (2019) <doi:10.1007/978-3-030-57556-4> Denuit, M., Hainaut, D., Trufin, J. (2019) <doi:10.1007/978-3-030-25827-6> Denuit, M., Hainaut, D., Trufin, J. (2022) <doi:10.1080/03461238.2022.2037016> Denuit, M., Huyghe, J., Trufin, J. (2022) <https://dial.uclouvain.be/pr/boreal/fr/object/boreal%3A244325/datastream/PDF_01/view> Denuit, M., Trufin, J., Verdebout, T. (2022) <https://dial.uclouvain.be/pr/boreal/fr/object/boreal%3A268577>.
| Version: | 0.4 |
| Depends: | R (≥ 4.0) |
| Imports: | rpart, stats, statmod, parallel |
| Suggests: | rmarkdown, knitr, testthat (≥ 3.0.0) |
| Published: | 2023-08-19 |
| Author: | Gireg Willame [aut, cre, cph] |
| Maintainer: | Gireg Willame <gireg.willame at gmail.com> |
| BugReports: | https://github.com/GiregWillame/BT/issues/ |
| License: | GPL (≥ 3) |
| URL: | https://github.com/GiregWillame/BT/ |
| NeedsCompilation: | no |
| Materials: | README |
| CRAN checks: | BT results |
| Reference manual: | BT.pdf |
| Vignettes: |
BT-usage-example |
| Package source: | BT_0.4.tar.gz |
| Windows binaries: | r-devel: BT_0.4.zip, r-release: BT_0.4.zip, r-oldrel: BT_0.4.zip |
| macOS binaries: | r-release (arm64): BT_0.4.tgz, r-oldrel (arm64): BT_0.4.tgz, r-release (x86_64): BT_0.4.tgz, r-oldrel (x86_64): BT_0.4.tgz |
| Old sources: | BT archive |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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