This paper proposes a stable combination test, which is a natural extension of Cauchy combination tests by Liu and Xie (2020). Similarly to the Cauchy combination test, our stable combination test is simple to compute, enjoys good sizes, and has asymptotically optimal powers even when the individual tests are not independent. This finding is supported both in theory and in finite samples.
翻译:本文建议采用稳定的组合试验,这是刘晓秀(2020年)的康氏混合试验的自然延伸。 与康氏混合试验一样,我们稳定的组合试验在计算、体积大小上比较简单,即使在个别试验不独立的情况下也具有无症状的最佳能力。 这一结果在理论上和有限的样本中都得到了支持。