Robust Functional Linear Regression

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Documentation for package ‘robflreg’ version 1.3

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robflreg-package Robust function-on-function regression
fpqr Function-on-function partial quantile regression
fpqr_dgp Generate a dataset for the function-on-function regression model
generate.ff.data Generate functional data for the function-on-function regression model
generate.sf.data Generate functional data for the scalar-on-function regression model
get.ff.coeffs Get the estimated bivariate regression coefficient functions for function-on-function regression model
get.sf.coeffs Get the estimated regression coefficient functions for scalar-on-function regression model
getPCA Functional principal component analysis
getPCA.test Get the functional principal component scores for a given test sample
MaryRiverFlow Hourly River Flow Measurements in the Mery River
plot_ff_coeffs Image plot of bivariate regression coefficient functions of a function-on-function regression model
plot_sf_coeffs Plot of regression coefficient functions of a scalar-on-function regression model
predict_ff_regression Prediction for a function-on-function regression model
predict_fpqr Prediction for a function-on-function linear quantile regression model based on functional partial quantile regression
predict_sffr2SLS Out-of-sample prediction for Penalised Spatial FoFR models
predict_sf_regression Prediction for a scalar-on-function regression model
rob.ff.reg Robust function-on-function regression
rob.out.detect Outlier detection in the functional response
rob.sf.reg Robust scalar-on-function regression
robflreg Robust function-on-function regression
sffr_pen2SLS Penalised Spatial Two-Stage Least Squares for SFoFR
sff_dgp Simulate data from a Spatial Function-on-Function Regression model