GAMBoost: Generalized linear and additive models by likelihood based boosting
Version 1.2-3

This package provides routines for fitting generalized linear and and generalized additive models by likelihood based boosting, using penalized B-splines

Browse man pages Browse package API and functions Browse package files

AuthorHarald Binder <binderh@uni-mainz.de>
Date of publication2013-05-10 13:49:07
MaintainerHarald Binder <binderh@uni-mainz.de>
LicenseGPL (>= 2)
Version1.2-3
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("GAMBoost")

Man pages

cv.GAMBoost: Cross-validation for GAMBoost fits
cv.GLMBoost: Cross-validation for GLMBoost fits
estimPVal: Estimate p-values for a model fitted by GAMBoost or GLMBoost
GAMBoost: Generalized additive model by likelihood based boosting
getGAMBoostSelected: Identify selected/significant covariates from a GAMBoost...
GLMBoost: Generalized linear model by likelihood based boosting
optimGAMBoostPenalty: Coarse line search for adequate GAMBoost penalty parameter
optimGLMBoostPenalty: Coarse line search for adequate GLMBoost penalty parameter
optimStepSizeFactor: Coarse line search for optimum step-size modification factor
plot.GAMBoost: Plots of the smooth functions from a GAMBoost fit
predict.GAMBoost: Predict method for GAMBoost fits
predict.GLMBoost: Predict method for GLMBoost fits

Functions

GAMBoost Man page Source code
GLMBoost Man page Source code
basis.expansion Source code
calc.confidence.bands Source code
cv.GAMBoost Man page Source code
cv.GLMBoost Man page Source code
estimPVal Man page Source code
getGAMBoostSelected Man page Source code
init.fit.structure Source code
null.in.bands Source code
optimGAMBoostPenalty Man page Source code
optimGLMBoostPenalty Man page Source code
optimStepSizeFactor Man page Source code
plot.GAMBoost Man page Source code
predict.GAMBoost Man page Source code
predict.GLMBoost Man page Source code
print.GAMBoost Source code
summary.GAMBoost Source code

Files

MD5
src
src/calcdev.c
man
man/predict.GLMBoost.Rd
man/predict.GAMBoost.Rd
man/plot.GAMBoost.Rd
man/optimStepSizeFactor.Rd
man/optimGLMBoostPenalty.Rd
man/optimGAMBoostPenalty.Rd
man/getGAMBoostSelected.Rd
man/estimPVal.Rd
man/cv.GLMBoost.Rd
man/cv.GAMBoost.Rd
man/GLMBoost.Rd
man/GAMBoost.Rd
inst
inst/CITATION
gnugpl2.txt
changeLog
R
R/optimStepSizeFactor.R
R/estimPVal.R
R/GLMBoost.R
R/GAMBoost.R
NAMESPACE
DESCRIPTION
GAMBoost documentation built on May 20, 2017, 1:38 a.m.