In the paper, the mathematical statistical method is adopted to build a storage life prediction model of missile equipment. Data "mutation" and confidence area appeared in the process of the model parameters determining and life predicting are discussed, and several improved decoding algorithms for inefficient distribution parameters are analyzed by simulation. The results show that the 2 χ optimizing method is a better fitting algorithm for storage life prediction of missile equipment.