Simulated data for functional linear regression.

Randomly generated data with Gaussian responses for functional linear regression example follows Case I from Liu et. al. (2022).

Usage

data(LinearExample)

Format

List containing the following elements:

X.curves

200 by 101 matrix of functional predictors.

Y

200 by 1 numeric vector of Gaussian responses.

beta.true

The true functional parameter \(\beta\).

References

Xi Liu, Afshin A. Divani, and Alexander Petersen. "Truncated estimation in functional generalized linear regression models" (2022). Computational Statistics & Data Analysis.