Estimation, Variable Selection and Prediction for Functional Semiparametric Models

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Documentation for package ‘fsemipar’ version 1.0

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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