Asymptotic Theory for Combining Dependent $p$-Values for Global Hypothesis Testing

Haoyi Yang, Lingzhou Xue

Combining $p$-values is a fundamental procedure in global hypothesis testing. In modern high-dimensional settings, however, component $p$-values often exhibit complex dependence an…