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stat.ME2022
Powerful Spatial Multiple Testing via Borrowing Neighboring Information
Linsui Deng, Kejun He, Xianyang Zhang
Clustered effects are often encountered in multiple hypothesis testing of spatial signals. In this paper, we propose a new method, termed \textit{two-dimensional spatial multiple t…
stat.ME2022
Model-Free, Monotone Invariant and Computationally Efficient Feature Screening with Data-adaptive Threshold
Linsui Deng, Yilin Zhang
Feature screening for ultrahigh-dimension, in general, proceeds with two essential steps. The first step is measuring and ranking the marginal dependence between response and covar…