Model-Based Boosting


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Documentation for package `mboost' version 0.5-8

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AdaExp Gradient Boosting Families
AIC.gb Methods for Gradient Boosting Objects
Binomial Gradient Boosting Families
blackboost Gradient Boosting with Regression Trees
blackboost_fit Gradient Boosting with Regression Trees
bodyfat Prediction of Body Fat by Skinfold Thickness, Circumferences, and Bone Breadths
boost_control Control Hyper Parameters for Boosting Algorithms
boost_dpp Data Preprocessing for Gradient Boosting
boost_family-class Class "boost_family": Gradient Boosting Family
coef.glmboost Methods for Gradient Boosting Objects
CoxPH Gradient Boosting Families
cvrisk Cross-Validation
Family Gradient Boosting Families
fitted.gb Methods for Gradient Boosting Objects
FP Fractional Polynomials
gamboost Gradient Boosting with Component-wise Smoothing Splines
gamboost_fit Gradient Boosting with Component-wise Smoothing Splines
GaussClass Gradient Boosting Families
GaussReg Gradient Boosting Families
glmboost Gradient Boosting with Component-wise Linear Models
glmboost_fit Gradient Boosting with Component-wise Linear Models
Huber Gradient Boosting Families
IPCweights Inverse Probability of Censoring Weights
Laplace Gradient Boosting Families
logLik.gb Methods for Gradient Boosting Objects
mstop Methods for Gradient Boosting Objects
plot.glmboost Gradient Boosting with Component-wise Linear Models
Poisson Gradient Boosting Families
predict.gb Methods for Gradient Boosting Objects
print.gamboost Methods for Gradient Boosting Objects
print.glmboost Methods for Gradient Boosting Objects
show,boost_family-method Class "boost_family": Gradient Boosting Family
westbc Breast Cancer Gene Expression
wpbc Wisconsin Prognostic Breast Cancer Data