GAMBoost: Generalized linear and additive models by likelihood based boosting

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

Author
Harald Binder <binderh@uni-mainz.de>
Date of publication
2013-05-10 13:49:07
Maintainer
Harald Binder <binderh@uni-mainz.de>
License
GPL (>= 2)
Version
1.2-3

View on CRAN

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

Files in this package

GAMBoost
GAMBoost/MD5
GAMBoost/src
GAMBoost/src/calcdev.c
GAMBoost/man
GAMBoost/man/predict.GLMBoost.Rd
GAMBoost/man/predict.GAMBoost.Rd
GAMBoost/man/plot.GAMBoost.Rd
GAMBoost/man/optimStepSizeFactor.Rd
GAMBoost/man/optimGLMBoostPenalty.Rd
GAMBoost/man/optimGAMBoostPenalty.Rd
GAMBoost/man/getGAMBoostSelected.Rd
GAMBoost/man/estimPVal.Rd
GAMBoost/man/cv.GLMBoost.Rd
GAMBoost/man/cv.GAMBoost.Rd
GAMBoost/man/GLMBoost.Rd
GAMBoost/man/GAMBoost.Rd
GAMBoost/inst
GAMBoost/inst/CITATION
GAMBoost/gnugpl2.txt
GAMBoost/changeLog
GAMBoost/R
GAMBoost/R/optimStepSizeFactor.R
GAMBoost/R/estimPVal.R
GAMBoost/R/GLMBoost.R
GAMBoost/R/GAMBoost.R
GAMBoost/NAMESPACE
GAMBoost/DESCRIPTION