Robust Backfitting


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Documentation for package ‘RBF’ version 1.0.0

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RBF-package A robust backfitting algorithm for additive models.
backf.cl Classic Backfitting
backf.l2.cv Cross-validation for the Classical Backfitting algorithm
backf.rob Robust Backfitting
backf.rob.cv Cross-validation for Robust Backfitting
k.epan Epanechnikov kernel
plot.backf Diagnostic plots for objects of class 'backf'
predict.backf Fitted values for objects of class 'backf'.
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