Kernel Trick

Interpretation and Visualization of Distance Covariance through Additive Decomposition of Correlations Formula
This paper presents an elementary interpretation of distance covariance through an additive decomposition of correlations formula, and proposes a visualization method for a more intuitive explanation of the distance covariance score.
PDF Cite arXiv