On optimal linear regression for fuzzy random variables

In this paper, we construct an optimal linear regression of fuzzy random variables whose coefficients are similar to the case of “ordinary” random variables. We prove under certain conditions, the optimal regression has a maximum correlation coefficient with the predicted fuzzy random value.