Generalized linear and additive models by likelihood based
boosting
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Documentation for package ‘GAMBoost’ version 1.2-3
Help 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 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 |