Robust Backfitting


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Documentation for package ‘RBF’ version 2.1.1

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RBF-package A robust backfitting algorithm for additive models.
backf.cl Classic Backfitting
backf.rob Robust Backfitting
deviance.backf Deviance for objects of class 'backf'
fitted.values.backf Fitted values for objects of class 'backf'
formula.backf Additive model formula
k.epan Epanechnikov kernel
plot.backf Diagnostic plots for objects of class 'backf'
predict.backf Fitted values for objects of class 'backf'.
print.backf Print a Marginal Integration procedure
psi.huber Derivative of Huber's loss function.
psi.tukey Derivative of Tukey's bi-square loss function.
RBF A robust backfitting algorithm for additive models.
residuals.backf Residuals for objects of class 'backf'
summary.backf Summary for additive models fits using backfitting
summary.backf.cl Summary for additive models fits using backfitting
summary.backf.rob Summary for additive models fits using backfitting