dataExampleGPFR: Data simulated in the GPFR example

In GPFDA: Gaussian Process for Functional Data Analysis

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").

GPFDA documentation built on Sept. 11, 2023, 1:08 a.m.