dataExampleGPFR {GPFDA} | R Documentation |
Data simulated in the GPFR example
Description
A list containing training and test data simulated from a functional
regression model.
In the training set, there are M=20 independent realisations and
the functional response and the functional covariate are observed on a grid
of n=20 time points.
The test set includes a single realisation observed on a grid of n_new=60
time points.
Both training and test sets also have a scalar covariate.
Usage
dataExampleGPFR
Format
A list with seven elements:
- tt
A vector of length 50
- response_train
A (20 x 50) matrix
- x_train
A (20 x 50) matrix
- scalar_train
A (20 x 2) matrix
- t_new
A vector of length 60
- response_new
A vector of length 60
- x_new
A vector of length 60
- scalar_new
A (1 x 2) matrix
Details
Data used in the GPFR example, see vignette("gpfr").
[Package GPFDA version 3.1.3 Index]