Model-Based Boosting

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Documentation for package ‘mboost’ version 2.0-0

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mboost-package mboost: Model-Based Boosting
%+% Base-learners for Gradient Boosting
%X% Base-learners for Gradient Boosting
AdaExp Gradient Boosting Families
AIC.mboost Methods for Gradient Boosting Objects
bbs Base-learners for Gradient Boosting
Binomial Gradient Boosting Families
birds Habitat Suitability for Breeding Bird Communities
blackboost Gradient Boosting with Regression Trees
bns Base-learners for Gradient Boosting
bodyfat Prediction of Body Fat by Skinfold Thickness, Circumferences, and Bone Breadths
bols Base-learners for Gradient Boosting
boost_control Control Hyper-parameters for Boosting Algorithms
boost_family-class Class "boost\_family": Gradient Boosting Family
brandom Base-learners for Gradient Boosting
bspatial Base-learners for Gradient Boosting
bss Base-learners for Gradient Boosting
btree Base-learners for Gradient Boosting
coef.gamboost Methods for Gradient Boosting Objects
coef.glmboost Methods for Gradient Boosting Objects
CoxPH Gradient Boosting Families
cv Cross-Validation
cvrisk Cross-Validation
ExpectReg Gradient Boosting Families
Family Gradient Boosting Families
fitted.mboost Methods for Gradient Boosting Objects
FP Fractional Polynomials
gamboost Gradient Boosting with Smooth Components
GaussClass Gradient Boosting Families
Gaussian Gradient Boosting Families
GaussReg Gradient Boosting Families
glmboost Gradient Boosting with Component-wise Linear Models
glmboost.default Gradient Boosting with Component-wise Linear Models
glmboost.formula Gradient Boosting with Component-wise Linear Models
glmboost.matrix Gradient Boosting with Component-wise Linear Models
hatvalues.gamboost Methods for Gradient Boosting Objects
hatvalues.glmboost Methods for Gradient Boosting Objects
Huber Gradient Boosting Families
IPCweights Inverse Probability of Censoring Weights
Laplace Gradient Boosting Families
logLik.mboost Methods for Gradient Boosting Objects
Loglog Gradient Boosting Families
Lognormal Gradient Boosting Families
mboost Model-based Gradient Boosting
mboost_fit Model-based Gradient Boosting
mstop Methods for Gradient Boosting Objects
mstop.cvrisk Methods for Gradient Boosting Objects
mstop.gbAIC Methods for Gradient Boosting Objects
mstop.mboost Methods for Gradient Boosting Objects
NBinomial Gradient Boosting Families
nuisance Methods for Gradient Boosting Objects
nuisance.mboost Methods for Gradient Boosting Objects
plot.glmboost Gradient Boosting with Component-wise Linear Models
plot.survFit Survival Curves for a Cox Proportional Hazards Model
Poisson Gradient Boosting Families
predict.glmboost Methods for Gradient Boosting Objects
predict.mboost Methods for Gradient Boosting Objects
print.glmboost Methods for Gradient Boosting Objects
print.mboost Methods for Gradient Boosting Objects
PropOdds Gradient Boosting Families
QuantReg Gradient Boosting Families
selected Methods for Gradient Boosting Objects
selected.mboost Methods for Gradient Boosting Objects
show,boost_family-method Class "boost\_family": Gradient Boosting Family
stabsel Stability Selection
summary.mboost Methods for Gradient Boosting Objects
survFit Survival Curves for a Cox Proportional Hazards Model
survFit.mboost Survival Curves for a Cox Proportional Hazards Model
Weibull Gradient Boosting Families
Westbc Breast Cancer Gene Expression
wpbc Wisconsin Prognostic Breast Cancer Data
[.mboost Methods for Gradient Boosting Objects