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In recent years,improving the predictive ability of corporate defaults has become an important problem.Regarding characteristics of listed companies in this paper,we put forward time series structural model,and based on that we sampled 100 companies according to industry types,built the prediction model for the return sequences.Finally,we compared the time series structural model based on the predictive default distance of Chinas listed companies,and we can see the model has acceptable accuracy in practice.