(34)Competent authorities should verify that as far as possible non-overlapping observations of returns on equity exposures are used both for the development and validation of internal models for equity exposures. Non-overlapping observations ensure higher quality of predictions, given that all observations are assigned the same weight and the observations are not closely correlated to each other.