Robust Functional Linear 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 scalar-on-function regression model
Robust function-on-function regression
Outlier detection in the functional response
Robust scalar-on-function regression
Robust function-on-function regression
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. More details, see Beyaztas, U., and Shang, H. L. (2021) <arXiv:2111.01238> and Beyaztas, U., and Shang, H. L. (2022) <arXiv:2203.05065>.