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A Unified Combination Framework for Dependent Tests with Applications to Microbiome Association Studies
Compared to the existing $p$-value combination methods, including the vanilla Cauchy combination method, the proposed combination framework can handle the dependence accurately and utilizes the information efficiently to construct tests with accurate size and enhanced power.
Calibrating Black Box Classification Models through the Thresholding Method
In high-dimensional classification settings, we wish to seek a balance between high power and ensuring control over a desired loss function.
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