We introduce the mean square error(MSE),image entropy and high order statistic to analyze defocus models.Simulation experiments prove the validity of image entropy and high order statistic,because their evaluation conclusions are same as that by using MSE which is based on reference image.The two parameters have good application in practical defocus analysis due to their independence of reference image.