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) . 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.


Reference manual

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install.packages("TDboost")

1.6 by Yi Yang, 2 years ago


Browse source code at https://github.com/cran/TDboost


Authors: 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]


Documentation:   PDF Manual  


GPL-3 license


Depends on lattice


See at CRAN