TDboost: A Boosted Tweedie Compound Poisson Model

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A boosted Tweedie compound Poisson model using the gradient boosting. It is capable of fitting a flexible nonlinear Tweedie compound Poisson model (or a gamma model) and capturing interactions among predictors.

Author
Yi Yang <yi.yang6@mcgill.ca>, Wei Qian <wxqsma@rit.edu>, Hui Zou <hzou@stat.umn.edu>
Date of publication
2016-03-30 08:14:25
Maintainer
Yi Yang <yi.yang6@mcgill.ca>
License
GPL-3
Version
1.2

View on CRAN

Man pages

FHT
Simulation data generated based from the FHT model used in...
plot.TDboost
Marginal plots of fitted TDboost objects
predict.TDboost
Predict method for TDboost Model Fits
relative.influence
Methods for estimating relative influence
summary.TDboost
Summary of a TDboost object
TDboost
TDboost Tweedie Regression Modeling
TDboost.object
TDboost Tweedie Regression Model Object
TDboost.perf
TDboost performance

Files in this package

TDboost
TDboost/COPYING
TDboost/src
TDboost/src/EDM.cpp
TDboost/src/tree.cpp
TDboost/src/distribution.cpp
TDboost/src/TDboost_engine.h
TDboost/src/node_continuous.cpp
TDboost/src/node.h
TDboost/src/node_nonterminal.h
TDboost/src/TDboost_engine.cpp
TDboost/src/node_factory.cpp
TDboost/src/node_search.cpp
TDboost/src/node.cpp
TDboost/src/node_search.h
TDboost/src/tree.h
TDboost/src/TDboostentry.cpp
TDboost/src/node_categorical.h
TDboost/src/node_factory.h
TDboost/src/node_continuous.h
TDboost/src/TDboost.cpp
TDboost/src/dataset.h
TDboost/src/dataset.cpp
TDboost/src/node_categorical.cpp
TDboost/src/EDM.h
TDboost/src/node_terminal.h
TDboost/src/node_nonterminal.cpp
TDboost/src/node_terminal.cpp
TDboost/src/TDboost.h
TDboost/src/distribution.h
TDboost/src/matrix.h
TDboost/src/buildinfo.h
TDboost/NAMESPACE
TDboost/data
TDboost/data/FHT.rda
TDboost/R
TDboost/R/TDboost.R
TDboost/MD5
TDboost/DESCRIPTION
TDboost/ChangeLog
TDboost/man
TDboost/man/TDboost.perf.Rd
TDboost/man/TDboost.Rd
TDboost/man/FHT.Rd
TDboost/man/relative.influence.Rd
TDboost/man/plot.TDboost.Rd
TDboost/man/summary.TDboost.Rd
TDboost/man/predict.TDboost.Rd
TDboost/man/TDboost.object.Rd