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An implementation of a boosted Tweedie compound Poisson model proposed by Yang, Y., Qian, W. and Zou, H. (2018) <doi:10.1080/07350015.2016.1200981>. It is capable of fitting a flexible nonlinear Tweedie compound Poisson model (or a gamma model) and capturing high-order interactions among predictors. This package is based on the 'gbm' package originally developed by Greg Ridgeway.
| Version: | 1.6 |
| Depends: | R (≥ 2.12.0), lattice |
| Published: | 2025-03-25 |
| DOI: | 10.32614/CRAN.package.TDboost |
| Author: | Yi Yang [aut, cre] (http://www.math.mcgill.ca/yyang/), Hui Zou [aut] (http://users.stat.umn.edu/~zouxx019/), Wei Qian [aut] (https://sites.google.com/a/udel.edu/weiqian/), Greg Ridgeway [ctb, cph] |
| Maintainer: | Yi Yang <yi.yang6 at mcgill.ca> |
| License: | GPL-3 |
| NeedsCompilation: | yes |
| Materials: | ChangeLog |
| CRAN checks: | TDboost results |
| Reference manual: | TDboost.pdf |
| Package source: | TDboost_1.6.tar.gz |
| Windows binaries: | r-devel: TDboost_1.6.zip, r-release: TDboost_1.6.zip, r-oldrel: TDboost_1.6.zip |
| macOS binaries: | r-devel (arm64): TDboost_1.6.tgz, r-release (arm64): TDboost_1.6.tgz, r-oldrel (arm64): TDboost_1.6.tgz, r-devel (x86_64): TDboost_1.6.tgz, r-release (x86_64): TDboost_1.6.tgz, r-oldrel (x86_64): TDboost_1.6.tgz |
| Old sources: | TDboost archive |
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