ktweedie: 'Tweedie' Compound Poisson Model in the Reproducing Kernel Hilbert Space

Kernel-based 'Tweedie' compound Poisson gamma model using high-dimensional predictors for the analyses of zero-inflated response variables. The package features built-in estimation, prediction and cross-validation tools and supports choice of different kernel functions. For more details, please see Yi Lian, Archer Yi Yang, Boxiang Wang, Peng Shi & Robert William Platt (2023) <doi:10.1080/00401706.2022.2156615>.

Version: 1.0.3
Depends: methods, R (≥ 3.5.0)
Suggests: knitr, rmarkdown, tweedie
Published: 2023-10-14
DOI: 10.32614/CRAN.package.ktweedie
Author: Yi Lian [aut, cre], Archer Yi Yang [aut, cph], Boxiang Wang [aut], Peng Shi [aut], Robert W. Platt [aut]
Maintainer: Yi Lian <yi.lian at mail.mcgill.ca>
License: GPL-3
NeedsCompilation: yes
Citation: ktweedie citation info
Materials: README
CRAN checks: ktweedie results


Reference manual: ktweedie.pdf
Vignettes: ktweedie-vignette


Package source: ktweedie_1.0.3.tar.gz
Windows binaries: r-devel: ktweedie_1.0.3.zip, r-release: ktweedie_1.0.3.zip, r-oldrel: ktweedie_1.0.3.zip
macOS binaries: r-release (arm64): ktweedie_1.0.3.tgz, r-oldrel (arm64): ktweedie_1.0.3.tgz, r-release (x86_64): ktweedie_1.0.3.tgz, r-oldrel (x86_64): ktweedie_1.0.3.tgz
Old sources: ktweedie archive


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