a random element has been formalized by means of the LR fuzzy random variable,
characterized by a center, a left and a right spread. In order to avoid the non-negativity
conditions the spreads are transformed by means of two invertible functions. To analyze the
generalization performance of that model an appropriate prediction error is introduced, and
it is estimated by means of a bootstrap procedure. Furthermore, since the choice of response …