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Asymptotic Distribution-Free Independence Test for High Dimension Data

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Test of independence is of fundamental importance in modern data analysis, with broad applications in variable selection, graphical models, and causal inference. When the data is high dimensional and the potential dependence signal is sparse, independence test... ...