TDboost: A Boosted Tweedie Compound Poisson Model

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.

AuthorYi Yang <yi.yang6@mcgill.ca>, Wei Qian <wxqsma@rit.edu>, Hui Zou <hzou@stat.umn.edu>
Date of publication2016-03-30 08:14:25
MaintainerYi Yang <yi.yang6@mcgill.ca>
LicenseGPL-3
Version1.2

View on CRAN

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

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

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