The severity measure in operational loss models has an empirical distribution with positive values and a long tail to the far right. To estimate regression models for severity measures with such data characteristics, we can consider several candidate distributions, such as Lognormal, Gamma, inverse Gaussian, and so on. A statistical approach is called for to …