A misuse of the EWMA‐type statistic in acceptance sampling applications

Abstract

We study a widely recommended acceptance sampling approach based on the use of an exponentially weighted moving average statistic. A correct mathematical assessment of the resulting sampling plans shows that the required statistical performance cannot be maintained over time. For this reason, these plans are flawed and thus should not be used.