Based on the statistical property that residual vectors should be normally distributed, a hypothesis test was proposed whether there is an exception in filter to control the influence of dynamic model errors and great error in observation on the status parameter estimation. The results show that when there is an exception in filter, an adaptive factor can be determined by means of a hypothesis test with a given confidence level, which can adjust forecast information with big error and resist the influence of modeling error. A robustly adaptive ...