This paper compares the dynamic fitting behavior of parametric and nonparametric trading duration models,and selects an appropriate autoregressive conditional duration(ACD) model for analyzing price duration.A rule for the initial exploration of how to choose the better ACD models in stock market is provided in the procedure.We review several recently proposed parametric ACD models and the nonparametric ACD model with their estimation methods,respectively.