Double generalized linear models provide a flexible framework for modeling data by allowing the mean and dispersion to vary across observations. Common members of exponential family including Gaussian, Poisson, compound Poisson-gamma (CP-g), Gamma inverse-Gaussian are known admit such models. The lack their use can be attributed ambiguities that exist in model specification under large number c...