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stat.ME2024
Reducing multivariate independence testing to two bivariate means comparisons
Kai Xu, Yeqing Zhou, Liping Zhu +1
Testing for independence between two random vectors is a fundamental problem in statistics. It is observed from empirical studies that many existing omnibus consistent tests may no…
stat.ME2018★ 1 cited
Model-Free Conditional Feature Screening with Exposure Variables
Yeqing Zhou, Jingyuan Liu, Zhihui Hao +1
In high dimensional analysis, effects of explanatory variables on responses sometimes rely on certain exposure variables, such as time or environmental factors. In this paper, to c…