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stat.ME2021★ 1 cited
FDR Controlled Multiple Testing for Union Null Hypotheses: A Knockoff-based Approach
Ran Dai, Cheng Zheng
False discovery rate (FDR) controlling procedures provide important statistical guarantees for the replicability in signal identification based on multiple hypotheses testing. In m…
math.ST2021★ 1 cited
Convergence guarantee for the sparse monotone single index model
Ran Dai, Hyebin Song, Rina Foygel Barber +1
We consider a high-dimensional monotone single index model (hdSIM), which is a semiparametric extension of a high-dimensional generalize linear model (hdGLM), where the link functi…