erboost: Nonparametric Multiple Expectile Regression via ER-Boost
Version 1.3

Expectile regression is a nice tool for estimating the conditional expectiles of a response variable given a set of covariates. This package implements a regression tree based gradient boosting estimator for nonparametric multiple expectile regression.

AuthorYi Yang <yiyang@umn.edu>, Hui Zou <hzou@stat.umn.edu>
Date of publication2015-08-28 16:36:56
MaintainerYi Yang <yiyang@umn.edu>
LicenseGPL (>= 2)
Version1.3
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("erboost")

Popular man pages

erboost: ER-Boost Expectile Regression Modeling
erboost.object: ER-Boost Expectile Regression Model Object
erboost.perf: erboost performance
plot.erboost: Marginal plots of fitted erboost objects
predict.erboost: Predict method for erboost Model Fits
relative.influence: Methods for estimating relative influence
summary.erboost: Summary of a erboost object
See all...

All man pages Function index File listing

Man pages

erboost: ER-Boost Expectile Regression Modeling
erboost.object: ER-Boost Expectile Regression Model Object
erboost.perf: erboost performance
plot.erboost: Marginal plots of fitted erboost objects
predict.erboost: Predict method for erboost Model Fits
relative.influence: Methods for estimating relative influence
summary.erboost: Summary of a erboost object

Functions

Files

COPYING
src
src/tree.cpp
src/distribution.cpp
src/erboostentry.cpp
src/node_continuous.cpp
src/node.h
src/node_nonterminal.h
src/node_factory.cpp
src/node_search.cpp
src/expectile.h
src/erboost_engine.cpp
src/node.cpp
src/node_search.h
src/tree.h
src/erboost.h
src/erboost.cpp
src/node_categorical.h
src/node_factory.h
src/node_continuous.h
src/erboost_engine.h
src/dataset.h
src/dataset.cpp
src/node_categorical.cpp
src/node_terminal.h
src/node_nonterminal.cpp
src/node_terminal.cpp
src/distribution.h
src/expectile.cpp
src/matrix.h
src/buildinfo.h
NAMESPACE
R
R/erboost.R
MD5
DESCRIPTION
ChangeLog
man
man/predict.erboost.Rd
man/relative.influence.Rd
man/erboost.perf.Rd
man/summary.erboost.Rd
man/erboost.Rd
man/erboost.object.Rd
man/plot.erboost.Rd
erboost documentation built on May 19, 2017, 10:06 a.m.

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