Package: TDboost 1.5

TDboost: A Boosted Tweedie Compound Poisson Model

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.

Authors:Yi Yang [aut, cre], Hui Zou [aut], Wei Qian [aut], Greg Ridgeway [ctb, cph]

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TDboost.pdf |TDboost.html
TDboost/json (API)

# Install 'TDboost' in R:
install.packages('TDboost', repos = c('https://archer-yang-lab.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Uses libs:
  • c++– GNU Standard C++ Library v3
Datasets:
  • data1 - Simulation data generated based from the FHT model used in Yang, Y., Qian, W. and Zou, H. (2013).
  • data2 - Simulation data generated based from the FHT model used in Yang, Y., Qian, W. and Zou, H. (2013).

On CRAN:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

1.04 score 1 stars 11 scripts 199 downloads 10 exports 1 dependencies

Last updated 10 months agofrom:b10f11568b. Checks:OK: 9. Indexed: yes.

TargetResultDate
Doc / VignettesOKOct 15 2024
R-4.5-win-x86_64OKOct 15 2024
R-4.5-linux-x86_64OKOct 15 2024
R-4.4-win-x86_64OKOct 15 2024
R-4.4-mac-x86_64OKOct 15 2024
R-4.4-mac-aarch64OKOct 15 2024
R-4.3-win-x86_64OKOct 15 2024
R-4.3-mac-x86_64OKOct 15 2024
R-4.3-mac-aarch64OKOct 15 2024

Exports:permutation.test.TDboostplot.TDboostpredict.TDboostrelative.influencesummary.TDboostTDboostTDboost.fitTDboost.lossTDboost.moreTDboost.perf

Dependencies:lattice