This research paper considers a change point analysis in a general class f distributions. It considers an extension of a work in change point analysis based on quasi-Bayesian approach in exponential family of distributions. However, I considered other change point models such as the epidemic change point. I also applied this method to two real data sets. I finf also the distribution of independent uniform variables when they are not identically distributed.