A modificatory MLE model has been put forward to reduce the estimate error of reliability characteristic parameter in case of the little fail data.

• 本文提出一个极大似然估计(MLE)的修正模型(MMLE)，以减小采用MLE在小子样情况下可靠性特征量的估计误差。