toyRegFD: A functional dataset for regression

Description Usage Format References


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




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.


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

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