Model-Based Boosting


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Documentation for package ‘mboost’ version 1.1-0

User Guides and Package Vignettes

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AdaExp Gradient Boosting Families
AIC.gamboost Methods for Gradient Boosting Objects
AIC.glmboost Methods for Gradient Boosting Objects
bbs Base learners for Gradient Boosting with Smooth Components
Binomial Gradient Boosting Families
birds Habitat Suitability for Breeding Bird Communities
blackboost Gradient Boosting with Regression Trees
blackboost_fit Gradient Boosting with Regression Trees
bns Base learners for Gradient Boosting with Smooth Components
bodyfat Prediction of Body Fat by Skinfold Thickness, Circumferences, and Bone Breadths
bols Base learners for Gradient Boosting with Smooth Components
boost_control Control Hyper-parameters for Boosting Algorithms
boost_dpp Data Preprocessing for Gradient Boosting
boost_family-class Class "boost_family": Gradient Boosting Family
brandom Base learners for Gradient Boosting with Smooth Components
bspatial Base learners for Gradient Boosting with Smooth Components
bss Base learners for Gradient Boosting with Smooth Components
btree Base learners for Gradient Boosting with Smooth Components
coef.gamboost Methods for Gradient Boosting Objects
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 Smooth Components
gamboost_fit Gradient Boosting with Smooth Components
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.gamboost Gradient Boosting with Smooth Components
plot.glmboost Gradient Boosting with Component-wise Linear Models
plot.survFit Survival Curves for a Cox Proportional Hazards Model
Poisson Gradient Boosting Families
predict.blackboost Methods for Gradient Boosting Objects
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
survFit Survival Curves for a Cox Proportional Hazards Model
Westbc Breast Cancer Gene Expression
wpbc Wisconsin Prognostic Breast Cancer Data