Robust Estimators for Partially Linear Additive Models

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Documentation for package ‘rplam’ version 1.0.2

• DESCRIPTION file

Help Pages

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