Robust Functional Linear Regression
Generate a dataset for the function-on-function regression model
Function-on-function partial quantile regression
Generate functional data for the function-on-function regression model
Generate functional data for the scalar-on-function regression model
Get the estimated bivariate regression coefficient functions for funct...
Get the estimated regression coefficient functions for scalar-on-funct...
Functional principal component analysis
Get the functional principal component scores for a given test sample
Image plot of bivariate regression coefficient functions of a function...
Plot of regression coefficient functions of a scalar-on-function regre...
Prediction for a function-on-function regression model
Prediction for a function-on-function linear quantile regression model...
Prediction for a scalar-on-function regression model
Out-of-sample prediction for Penalised Spatial FoFR models
Robust function-on-function regression
Outlier detection in the functional response
Robust scalar-on-function regression
Robust function-on-function regression
Simulate data from a Spatial Function--on--Function Regression model
Penalised Spatial Two-Stage Least Squares for SFoFR
Functions for implementing robust methods for functional linear regression. In the functional linear regression, we consider scalar-on-function linear regression and function-on-function linear regression.