Robust Estimators for Partially Linear Additive Models

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Documentation for package ‘rplam’ version 1.0.2

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am.cl Classical estimator for additive models
am.rob Robust estimator for additive models
deviance.am Deviance for objects of class 'am'
deviance.plam Deviance for objects of class 'plam'
fitted.values.am Fitted values for objects of class 'am'
fitted.values.plam Fitted values for objects of class 'plam'
formula.plam Partially linear additive model formula
my.norm.2 Euclidean norm of a vector
plam.cl Classical estimator for partially linear additive models
plam.rob Robust estimator for partially linear additive models
plot.am Diagnostic plots for objects of class 'am'
plot.plam Diagnostic plots for objects of class 'plam'
predict.am Fitted values for objects of class 'am'
predict.plam Fitted values for objects of class 'plam'
print.plam Print a Partially Linear Additive Model
psi.tukey Derivative of Tukey's bi-square loss function.
psi.tukey.derivative Derivative of the Tukey's loss function
psi.w Tukey's weight function
R2 Multiple R-squared
R2.rob Robust multiple R-squared
residuals.am Residuals for objects of class 'am'
residuals.plam Residuals for objects of class 'plam'
select.nknots.cl Selection of the number of internal knots for the least-squares estimator under a PLAM
select.nknots.cl.am Selection of the number of internal knots for the least-squares estimator for additive models
select.nknots.rob Selection of the number of knots for the robust estimator under a PLAM
select.nknots.rob.am Selection of the number of knots for the robust estimator for additive models
summary.am Summary for additive models fits
summary.am.cl Summary for additive models fits
summary.am.rob Summary for additive models fits
summary.plam Summary for partially linear additive models fits
summary.plam.cl Summary for partially linear additive models fits
summary.plam.rob Summary for partially linear additive models fits
tukey.loss Tukey's loss function