U-center the distance matrix in preparation of computing distance correlations.
A square numeric data matrix
This funtion centers the distance matrix according to U-centering formula on page 6 of arXiv 1902.03291 paper
A centered data matrix
Cao X and Pounds S (2021) Gene-Set Distance Associations (GSDA): A Powerful Tool for Gene-Set Association Analysis.
Zhu C, Yao S, Zhang X and Shao X. Distance-based and RKHS-based Dependence Metrics in High Dimension. arXiv:1902.03291
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