A functional dataset for regression

Description

A set of 20 functional variables for regression. Only the 8 first variables are predictive.

Usage

data(toyRegFD)

Format

A list of two components:

• FDlist: a list containing the p functional variables, i.e. p matrices of size n \times N with n the number of N-dimensional curves ;

• Y: the outcome drawn from the Gaussian distribution.

References

Gregorutti, B., Michel, B. and Saint Pierre, P. (2014). Grouped variable importance with random forests and application to multivariate functional data analysis. arXiv:1411.4170

Results