3 papers
math.ST2026
Validity and Power of Heavy-Tailed Combination Tests under Asymptotic Dependence
Lin Gui, Tiantian Mao, Jingshu Wang +1
Heavy-tailed combination tests, such as the Cauchy combination test and harmonic mean p-value method, are widely used for testing global null hypotheses by aggregating dependent p-…
stat.ME2025
Statistical Inference for Cell Type Deconvolution
Dongyue Xie, Lin Gui, Jingshu Wang
Integrating heterogeneous datasets across different measurement platforms is a fundamental challenge in many scientific applications. A common example arises in deconvolution probl…
stat.ME2025
Aggregating Dependent Signals with Heavy-Tailed Combination Tests
Lin Gui, Yuchao Jiang, Jingshu Wang
Combining dependent p-values poses a long-standing challenge in statistical inference, particularly when aggregating findings from multiple methods to enhance signal detection. Rec…