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 |