We consider two classes of exponential dispersion models discrete probability distributions which are defined by specifying their variance functions in mean value parameterization. These were considered our earlier paper as overdispersed zero-inflated distributions. In this we analyze the application these to fit count data having and statistics. For reason, first elaborate on computational asp...