The null distribution of the likelihood-ratio test for one or two outliers in a normal sample

摘要

For testingk upper or lower outliers in a normal sample, the sampling distribution of the likelihood-ratio statistic is still unknown in the literature except fork=1. In this paper, we find its exact distribution fork=2 and tabulate the extensive critical values, which are compared with the traditional simulated values.