Estimation, Variable Selection and Prediction for Functional Semiparametric Models

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Documentation for package ‘fsemipar’ version 1.1.1

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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