This paper investigates how to predict default probability applying structural models when domestic banks were faced with noisy information.A new noisy information structure was brought forward according to the bank's practice of information collection.Based on the new information hypothesis,it derives a default probability model applying the theory of structural approach.The simulation results showed that:(1) the prediction power on default probability of this model was better than base structu...