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TDboost (version 1.6)

A Boosted Tweedie Compound Poisson Model

Description

An implementation of a boosted Tweedie compound Poisson model proposed by Yang, Y., Qian, W. and Zou, H. (2018) . 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.

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Version

Install

install.packages('TDboost')

Monthly Downloads

163

Version

1.6

License

GPL-3

Maintainer

Yi Yang

Last Published

March 25th, 2025

Functions in TDboost (1.6)

TDboost

TDboost Tweedie Regression Modeling
TDboost.object

TDboost Tweedie Regression Model Object
plot.TDboost

Marginal plots of fitted TDboost objects
summary.TDboost

Summary of a TDboost object
predict.TDboost

Predict method for TDboost Model Fits
relative.influence

Methods for estimating relative influence
TDboost.perf

TDboost performance
FHT

Simulation data generated based from the FHT model used in Yang, Y., Qian, W. and Zou, H. (2013).