As frequency of flight mishap occurred has tendency and randomizing, this paper has adopted model GM ( 1,1 ) in combination with the forecasting techniques of Markov to prejudge the trend and conditions of the frequency of flight mishap. The prediction of annual flight mishap of world regular passenger transport scheduled flight shows that by using this grey - Markov model, the relative error of the prediction is smaller than the prediction error of the grey model.