General statistic analysis of reliability requires that samples drawn from the same population should be independently and identically distributed (IID), but the population of repairable system can not be kept constant. Aiming at the problem how to determine whether the samples are IID, this paper analyzes the test of IID samples and discusses the statistic analysis of reliability under IID and non-IID conditions by taking the mean life for example.