LogisticExample {FGLMtrunc} | R Documentation |
Simulated data for functional logistic regression.
Description
Randomly generated data with Bernoulli responses for functional logistic regression example follows Case I from Liu et. al. (2022).
Usage
data(LogisticExample)
Format
List containing the following elements:
- X.curves
200 by 101 matrix of functional predictors.
- Y
200 by 1 numeric vector of Bernoulli responses.
- beta.true
The true functional parameter
.
References
Xi Liu, Afshin A. Divani, and Alexander Petersen. "Truncated estimation in functional generalized linear regression models" (2022). Computational Statistics & Data Analysis.
[Package FGLMtrunc version 0.1.0 Index]