LinearExample {FGLMtrunc} | R Documentation |
Randomly generated data with Gaussian responses for functional linear regression example follows Case I from Liu et. al. (2022).
data(LinearExample)
List containing the following elements:
200 by 101 matrix of functional predictors.
200 by 1 numeric vector of Gaussian responses.
The true functional parameter \beta
.
Xi Liu, Afshin A. Divani, and Alexander Petersen. "Truncated estimation in functional generalized linear regression models" (2022). Computational Statistics & Data Analysis.