Goodness-of-Fit Tests for Functional Data
Fitting of regularized linear models
Covariate, error, and kernel of a functional linear model with functio...
Auxiliary functions for the goffda package
Estimation of functional linear models
Projected Cramér--von Mises test statistic for the goodness-of-fit tes...
Functional linear model term with bivariate kernel
Goodness-of-fit test for functional linear models
Computation of functional principal components
Utilities for functional principal components
goffda -- Goodness-of-Fit Tests for Functional Data
Quadrature rules for the goffda package
Simulation of an Ornstein--Uhlenbeck process
Sampling functional regression models with functional responses
Implementation of several goodness-of-fit tests for functional data. Currently, mostly related with the functional linear model with functional/scalar response and functional/scalar predictor. The package allows for the replication of the data applications considered in García-Portugués, Álvarez-Liébana, Álvarez-Pérez and González-Manteiga (2021) <doi:10.1111/sjos.12486>.