Generalized Boosted Regression Models


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Documentation for package ‘abt’ version 2.0-1

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abt-package Generalized Boosted Regression Models
abt Generalized Boosted Regression Modeling
abt.fit Generalized Boosted Regression Modeling
abt.loss Methods for estimating relative influence
abt.more Generalized Boosted Regression Modeling
abt.object Generalized Boosted Regression Model Object
abt.perf ABT performance
basehaz.abt Baseline hazard function
calibrate.plot Calibration plot
estBisqParam Estimate the Bisquare Parameter
interact.abt Estimate the strength of interaction effects
permutation.test.abt Methods for estimating relative influence
plot.abt Marginal plots of fitted abt objects
predict.abt Predict method for ABT Model Fits
pretty.abt.tree Print abt tree components
print.abt Print model summary
quantile.rug Quantile rug plot
reconstructABTdata Reconstruct a ABT's Source Data
relative.influence Methods for estimating relative influence
show.abt Print model summary
shrink.abt L1 shrinkage of the predictor variables in a ABT
shrink.abt.pred Predictions from a shrunked ABT
summary.abt Summary of a abt object