When modeling severity measurements in the operational loss with Generalized Linear Models, we might have a couple choices based on different distributional assumptions, including Gamma, Inverse Gaussian, and Lognormal. However, based on my observations from the empirical work, the differences in parameter estimates among these three popular candidates are rather immaterial from the practical standpoint. …