robflreg (version 1.3)

Robust Functional Linear Regression

Description

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.

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Version

Install

install.packages('robflreg')

Monthly Downloads

208

Version

1.3

License

GPL-3

Maintainer

Ufuk Beyaztas

Last Published

October 21st, 2025

Functions in robflreg (1.3)

MaryRiverFlow

Hourly River Flow Measurements in the Mery River

fpqr

Function-on-function partial quantile regression

rob.sf.reg

Robust scalar-on-function regression

getPCA.test

Get the functional principal component scores for a given test sample

plot_ff_coeffs

Image plot of bivariate regression coefficient functions of a function-on-function regression model

rob.out.detect

Outlier detection in the functional response

predict_sf_regression

Prediction for a scalar-on-function regression model

predict_ff_regression

Prediction for a function-on-function regression model

plot_sf_coeffs

Plot of regression coefficient functions of a scalar-on-function regression model

predict_fpqr

Prediction for a function-on-function linear quantile regression model based on functional 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

sffr_pen2SLS

Penalised Spatial Two-Stage Least Squares for SFoFR

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

robflreg-package

Robust function-on-function regression

sff_dgp

Simulate data from a Spatial Function--on--Function Regression model

rob.ff.reg

Robust function-on-function regression

predict_sffr2SLS

Out-of-sample prediction for Penalised Spatial FoFR models