Estimation, Variable Selection and Prediction for Functional Semiparametric Models

---

Documentation for package ‘fsemipar’ version 1.1.0

• DESCRIPTION file.

Help Pages

fsemipar-package	Estimation, Variable Selection and Prediction for Functional Semiparametric Models
FASSMR.kernel.fit	Impact point selection with FASSMR and kernel estimation
FASSMR.kNN.fit	Impact point selection with FASSMR and kNN estimation
fsemipar	Estimation, Variable Selection and Prediction for Functional Semiparametric Models
fsemipar.internal	Package fsemipar internal functions
fsim.kernel.fit	Functional single-index model fit using kernel estimation and joint LOOCV minimisation
fsim.kernel.fit.optim	Functional single-index model fit using kernel estimation and iterative LOOCV minimisation
fsim.kernel.test	Functional single-index kernel predictor
fsim.kNN.fit	Functional single-index model fit using kNN estimation and joint LOOCV minimisation
fsim.kNN.fit.optim	Functional single-index model fit using kNN estimation and iterative LOOCV minimisation
fsim.kNN.test	Functional single-index kNN predictor
IASSMR.kernel.fit	Impact point selection with IASSMR and kernel estimation
IASSMR.kNN.fit	Impact point selection with IASSMR and kNN estimation
lm.pels.fit	Regularised fit of sparse linear regression
plot.FASSMR.kernel	Graphical representation of regression model outputs
plot.FASSMR.kNN	Graphical representation of regression model outputs
plot.fsim.kernel	Graphical representation of regression model outputs
plot.fsim.kNN	Graphical representation of regression model outputs
plot.IASSMR.kernel	Graphical representation of regression model outputs
plot.IASSMR.kNN	Graphical representation of regression model outputs
plot.lm.pels	Graphical representation of regression model outputs
plot.PVS	Graphical representation of regression model outputs
plot.PVS.kernel	Graphical representation of regression model outputs
plot.PVS.kNN	Graphical representation of regression model outputs
plot.sfpl.kernel	Graphical representation of regression model outputs
plot.sfpl.kNN	Graphical representation of regression model outputs
plot.sfplsim.kernel	Graphical representation of regression model outputs
plot.sfplsim.kNN	Graphical representation of regression model outputs
predict.FASSMR.kernel	Prediction for SFPLSIM and MFPLSIM (using FASSMR)
predict.FASSMR.kNN	Prediction for SFPLSIM and MFPLSIM (using FASSMR)
predict.fsim.kernel	Prediction for FSIM
predict.fsim.kNN	Prediction for FSIM
predict.IASSMR.kernel	Prediction for MFPLSIM
predict.IASSMR.kNN	Prediction for MFPLSIM
predict.lm.pels	Prediction for linear models
predict.PVS	Prediction for linear models
predict.PVS.kernel	Prediction for MFPLM
predict.PVS.kNN	Prediction for MFPLM
predict.sfpl.kernel	Predictions for SFPLM
predict.sfpl.kNN	Predictions for SFPLM
predict.sfplsim.kernel	Prediction for SFPLSIM and MFPLSIM (using FASSMR)
predict.sfplsim.kNN	Prediction for SFPLSIM and MFPLSIM (using FASSMR)
print.FASSMR.kernel	Summarise information from MFPLSIM estimation
print.FASSMR.kNN	Summarise information from MFPLSIM estimation
print.fsim.kernel	Summarise information from FSIM estimation
print.fsim.kNN	Summarise information from FSIM estimation
print.IASSMR.kernel	Summarise information from MFPLSIM estimation
print.IASSMR.kNN	Summarise information from MFPLSIM estimation
print.lm.pels	Summarise information from linear models estimation
print.PVS	Summarise information from linear models estimation
print.PVS.kernel	Summarise information from MFPLM estimation
print.PVS.kNN	Summarise information from MFPLM estimation
print.sfpl.kernel	Summarise information from SFPLM estimation
print.sfpl.kNN	Summarise information from SFPLM estimation
print.sfplsim.kernel	Summarise information from SFPLSIM estimation
print.sfplsim.kNN	Summarise information from SFPLSIM estimation
projec	Inner product computation
PVS.fit	Impact point selection with PVS
PVS.kernel.fit	Impact point selection with PVS and kernel estimation
PVS.kNN.fit	Impact point selection with PVS and kNN estimation
semimetric.projec	Projection semi-metric computation
sfpl.kernel.fit	SFPLM regularised fit using kernel estimation
sfpl.kNN.fit	SFPLM regularised fit using kNN estimation
sfplsim.kernel.fit	SFPLSIM regularised fit using kernel estimation
sfplsim.kNN.fit	SFPLSIM regularised fit using kNN estimation
Sugar	Sugar data
summary.FASSMR.kernel	Summarise information from MFPLSIM estimation
summary.FASSMR.kNN	Summarise information from MFPLSIM estimation
summary.fsim.kernel	Summarise information from FSIM estimation
summary.fsim.kNN	Summarise information from FSIM estimation
summary.IASSMR.kernel	Summarise information from MFPLSIM estimation
summary.IASSMR.kNN	Summarise information from MFPLSIM estimation
summary.lm.pels	Summarise information from linear models estimation
summary.PVS	Summarise information from linear models estimation
summary.PVS.kernel	Summarise information from MFPLM estimation
summary.PVS.kNN	Summarise information from MFPLM estimation
summary.sfpl.kernel	Summarise information from SFPLM estimation
summary.sfpl.kNN	Summarise information from SFPLM estimation
summary.sfplsim.kernel	Summarise information from SFPLSIM estimation
summary.sfplsim.kNN	Summarise information from SFPLSIM estimation
Tecator	Tecator data