Spectroscopy-Style Functional Example

Simulated dense spectra with one signal block, one nuisance block, and two scalar covariates. The response is continuous and depends on localized regions of the signal spectrum plus the scalar covariates.

Usage

spectra_example

Format

A list with four components:

grid

Numeric vector of wavelength locations.

response

Numeric response vector.

predictors

Named list of functional predictor matrices.

scalar_covariates

Data frame with scalar covariates.

Source

Simulated for package examples.