Generalized linear and additive models by likelihood based boosting

[Package List] [Top]

Documentation for package ‘GAMBoost’ version 1.1

Help Pages

cv.GAMBoost Cross-validation for GAMBoost fits
cv.GLMBoost Cross-validation for GLMBoost fits
GAMBoost Generalized additive model by likelihood based boosting
getGAMBoostSelected Identify selected/significant covariates from a GAMBoost object
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