In this article, our primary interest is to compare and discuss about the criteria for selecting model and its applications. The authors provide approaches and procedures of these methods and apply to the tra c violation data where we look for the most appropriate model among Poisson regression. | Comparison among Akaike information criterion, bayesian information criterion and Vuong's test in model selection: A case study of violated speed regulation in Taiwan