# Estimation, Variable Selection and Prediction for Functional Semiparametric Models

## Documentation for package ‘fsemipar’ version 1.0

- DESCRIPTION file.

## Help Pages

fsemipar-package | Estimation, Variable Selection and Prediction for Functional Semiparametric Models
FASSMR.kernel.fit | FASSMR with kernel estimation
FASSMR.kNN.fit | FASSMR with 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
fsim.kernel.test | Functional single-index kernel predictor
fsim.kNN.fit | Functional single-index model fit using kNN estimation
fsim.kNN.test | Functional single-index kNN predictor
IASSMR.kernel.fit | IASSMR with kernel estimation
IASSMR.kNN.fit | IASSMR with kNN estimation
lm.pels.fit | Linear model fit
plot.FASSMR.kernel | Plot outputs from regression estimation methods
plot.FASSMR.kNN | Plot outputs from regression estimation methods
plot.fsim.kernel | Plot outputs from regression estimation methods
plot.fsim.kNN | Plot outputs from regression estimation methods
plot.IASSMR.kernel | Plot outputs from regression estimation methods
plot.IASSMR.kNN | Plot outputs from regression estimation methods
plot.lm.pels | Plot outputs from regression estimation methods
plot.PVS | Plot outputs from regression estimation methods
plot.PVS.kernel | Plot outputs from regression estimation methods
plot.PVS.kNN | Plot outputs from regression estimation methods
plot.sfpl.kernel | Plot outputs from regression estimation methods
plot.sfpl.kNN | Plot outputs from regression estimation methods
plot.sfplsim.kernel | Plot outputs from regression estimation methods
plot.sfplsim.kNN | Plot outputs from regression estimation methods
predict.FASSMR.kernel | Prediction from functional semiparametric model estimates
predict.FASSMR.kNN | Prediction from functional semiparametric model estimates
predict.fsim.kernel | Prediction from functional single-index model estimates
predict.fsim.kNN | Prediction from functional single-index model estimates
predict.IASSMR.kernel | Prediction from multi-functional partial linear single-index model
predict.IASSMR.kNN | Prediction from multi-functional partial linear single-index model
predict.lm.pels | Prediction from linear model estimates
predict.PVS | Prediction from linear model estimates
predict.PVS.kernel | Prediction from multi-functional partial linear model
predict.PVS.kNN | Prediction from multi-functional partial linear model
predict.sfpl.kernel | Predictions from semi-functional partial linear regression
predict.sfpl.kNN | Predictions from semi-functional partial linear regression
predict.sfplsim.kernel | Prediction from functional semiparametric model estimates
predict.sfplsim.kNN | Prediction from functional semiparametric model estimates
print.FASSMR.kernel | Summarize information from multi-functional partial linear single-index model (MFPLSIM) estimation methods
print.FASSMR.kNN | Summarize information from multi-functional partial linear single-index model (MFPLSIM) estimation methods
print.fsim.kernel | Summarize information from functional single-index model (FSIM) estimation methods
print.fsim.kNN | Summarize information from functional single-index model (FSIM) estimation methods
print.IASSMR.kernel | Summarize information from multi-functional partial linear single-index model (MFPLSIM) estimation methods
print.IASSMR.kNN | Summarize information from multi-functional partial linear single-index model (MFPLSIM) estimation methods
print.lm.pels | Summarize information from linear model estimation methods
print.PVS | Summarize information from linear model estimation methods
print.PVS.kernel | Summarize information from multi-functional partial linear model (MFPLM) estimation methods
print.PVS.kNN | Summarize information from multi-functional partial linear model (MFPLM) estimation methods
print.sfpl.kernel | Summarize information from semi-functional partial linear model (SFPLM) estimation methods
print.sfpl.kNN | Summarize information from semi-functional partial linear model (SFPLM) estimation methods
print.sfplsim.kernel | Summarize information from semi-functional partial linear single-index model (SFPLSIM) estimation methods
print.sfplsim.kNN | Summarize information from semi-functional partial linear single-index model (SFPLSIM) estimation methods
projec | Inner product computation
PVS.fit | PVS estimation
PVS.kernel.fit | PVS with kernel estimation
PVS.kNN.fit | PVS with kNN estimation
semimetric.projec | Projection semi-metric computation
sfpl.kernel.fit | Sparse semi-functional partial linear model fit using kernel estimation
sfpl.kNN.fit | Sparse semi-functional partial linear model fit using kNN estimation
sfplsim.kernel.fit | Sparse semi-functional partial linear single-index model fit using kernel estimation
sfplsim.kNN.fit | Sparse semi-functional partial linear single-index model fit using kNN estimation
Sugar | Sugar data
summary.FASSMR.kernel | Summarize information from multi-functional partial linear single-index model (MFPLSIM) estimation methods
summary.FASSMR.kNN | Summarize information from multi-functional partial linear single-index model (MFPLSIM) estimation methods
summary.fsim.kernel | Summarize information from functional single-index model (FSIM) estimation methods
summary.fsim.kNN | Summarize information from functional single-index model (FSIM) estimation methods
summary.IASSMR.kernel | Summarize information from multi-functional partial linear single-index model (MFPLSIM) estimation methods
summary.IASSMR.kNN | Summarize information from multi-functional partial linear single-index model (MFPLSIM) estimation methods
summary.lm.pels | Summarize information from linear model estimation methods
summary.PVS | Summarize information from linear model estimation methods
summary.PVS.kernel | Summarize information from multi-functional partial linear model (MFPLM) estimation methods
summary.PVS.kNN | Summarize information from multi-functional partial linear model (MFPLM) estimation methods
summary.sfpl.kernel | Summarize information from semi-functional partial linear model (SFPLM) estimation methods
summary.sfpl.kNN | Summarize information from semi-functional partial linear model (SFPLM) estimation methods
summary.sfplsim.kernel | Summarize information from semi-functional partial linear single-index model (SFPLSIM) estimation methods
summary.sfplsim.kNN | Summarize information from semi-functional partial linear single-index model (SFPLSIM) estimation methods
Tecator | Tecator data